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Josef Kittler

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affiliation: University of Surrey, UK

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2020 – today

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2025
[j303]
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Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Pure anomaly detection via self-supervised deep metric learning with adaptive margin. Neurocomputing 611: 128659 (2025)
[j302]
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Zeyang Zhang, Hui Li, Tianyang Xu, Xiaojun Wu, Josef Kittler:
DDBFusion: An unified image decomposition and fusion framework based on dual decomposition and Bézier curves. Inf. Fusion 114: 102655 (2025)
[j301]
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Sepehr Nourmohammadi, Shervin Rahimzadeh Arashloo, Josef Kittler:
ℓp-norm constrained one-class classifier combination. Inf. Fusion 114: 102700 (2025)
[j300]
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Yang Hua, Zhenhua Feng, Xiaoning Song, Xiaojun Wu, Josef Kittler:
MMDG-DTI: Drug-target interaction prediction via multimodal feature fusion and domain generalization. Pattern Recognit. 157: 110887 (2025)
2024
[j299]
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Cong Wu, Xiao-Jun Wu, Tianyang Xu, Josef Kittler:
Scene adaptive mechanism for action recognition. Comput. Vis. Image Underst. 238: 103854 (2024)
[j298]
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Rongchang Li, Tianyang Xu, Xiaojun Wu, Linze Li, Xiao Yang, Zhongwei Shen, Josef Kittler:
M-adapter: Multi-level image-to-video adaptation for video action recognition. Comput. Vis. Image Underst. 249: 104150 (2024)
[j297]
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Shaochuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
A Spatio-Temporal Robust Tracker with Spatial-Channel Transformer and Jitter Suppression. Int. J. Comput. Vis. 132(5): 1645-1658 (2024)
[j296]
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Xuefeng Zhu, Tianyang Xu, Zongtao Liu, Zhangyong Tang, Xiaojun Wu, Josef Kittler:
UniMod1K: Towards a More Universal Large-Scale Dataset and Benchmark for Multi-modal Learning. Int. J. Comput. Vis. 132(8): 2845-2860 (2024)
[j295]
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Wenhua Dong, Xiaojun Wu, Tianyang Xu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
View-shuffled clustering via the modified Hungarian algorithm. Neural Networks 179: 106602 (2024)
[j294]
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Importance Weighted Structure Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 46(2): 1231-1242 (2024)
[j293]
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Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
RAgE: Robust Age Estimation Through Subject Anchoring With Consistency Regularisation. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1603-1617 (2024)
[j292]
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Josef Kittler, Richard Wilson:
Edwin Hancock. Pattern Recognit. 150: 110297 (2024)
[j291]
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Xuefeng Zhu, Tianyang Xu, Sara Atito, Muhammad Awais, Xiaojun Wu, Zhen-Hua Feng, Josef Kittler:
Self-supervised learning for RGB-D object tracking. Pattern Recognit. 155: 110543 (2024)
[j290]
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Xuefeng Zhu, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Feature enhancement and coarse-to-fine detection for RGB-D tracking. Pattern Recognit. Lett. 179: 130-136 (2024)
[j289]
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Tianyang Xu, Xiaojun Wu, Xuefeng Zhu, Josef Kittler:
Memory Prompt for Spatiotemporal Transformer Visual Object Tracking. IEEE Trans. Artif. Intell. 5(8): 3759-3764 (2024)
[j288]
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Sara Atito Ali Ahmed, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Local-Global Audio Spectrogram Vision Transformer for Event Classification. IEEE ACM Trans. Audio Speech Lang. Process. 32: 3684-3693 (2024)
[j287]
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Shengcai Liao, Xiaoming Liu, Massimo Tistarelli, Rama Chellappa, Josef Kittler, Nalini K. Ratha:
Editorial. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 289 (2024)
[j286]
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Cong Wu, Xiaojun Wu, Tianyang Xu, Zhongwei Shen, Josef Kittler:
Motion Complement and Temporal Multifocusing for Skeleton-Based Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 34(1): 34-45 (2024)
[j285]
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Shaochuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Distillation, Ensemble and Selection for Building a Better and Faster Siamese Based Tracker. IEEE Trans. Circuits Syst. Video Technol. 34(1): 182-194 (2024)
[j284]
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Rui Wang, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler:
Deep Metric Learning on the SPD Manifold for Image Set Classification. IEEE Trans. Circuits Syst. Video Technol. 34(2): 663-680 (2024)
[j283]
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Fatemeh Nazarieh, Zhenhua Feng, Muhammad Awais, Wenwu Wang, Josef Kittler:
A Survey of Cross-Modal Visual Content Generation. IEEE Trans. Circuits Syst. Video Technol. 34(8): 6814-6832 (2024)
[j282]
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Shao-Chuan Zhao, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Pluggable Attack for Visual Object Tracking. IEEE Trans. Inf. Forensics Secur. 19: 1227-1240 (2024)
[j281]
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Rongchang Li, Tianyang Xu, Xiaojun Wu, Zhongwei Shen, Josef Kittler:
Perceiving Actions via Temporal Video Frame Pairs. ACM Trans. Intell. Syst. Technol. 15(3): 58:1-58:20 (2024)
[j280]
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Zhenkun Fan, Zhuoxu Huang, Zhixiang Chen, Tao Xu, Jungong Han, Josef Kittler:
Lightweight Multiperson Pose Estimation With Staggered Alignment Self-Distillation. IEEE Trans. Multim. 26: 9228-9240 (2024)
[j279]
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Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
One-pass View-unaligned Clustering. IEEE Trans. Multim. 26: 9699-9709 (2024)
[j278]
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Rui Wang, Xiaojun Wu, Ziheng Chen, Cong Hu, Josef Kittler:
SPD Manifold Deep Metric Learning for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 35(7): 8924-8938 (2024)
[c457]
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Zhangyong Tang, Tianyang Xu, Xiaojun Wu, Xuefeng Zhu, Josef Kittler:
Generative-Based Fusion Mechanism for Multi-Modal Tracking. AAAI 2024: 5189-5197
[c456]
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Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Ahmed, Muhammad Awais, Zhenhua Feng:
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-Supervised Skeleton-Based Action Recognition. AAAI 2024: 5949-5957
[c455]
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Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiaojun Wu, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. ECCV (38) 2024: 369-388
[c454]
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  - conf/icassp/SantiestebanA0S24
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Sergio Sánchez Santiesteban, Sara Atito, Muhammad Awais, Yi-Zhe Song, Josef Kittler:
Improved Image Captioning Via Knowledge Graph-Augmented Models. ICASSP 2024: 4290-4294
[c453]
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  - conf/ijcnn/CaiWXWK24
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Zhenyu Cai, Rui Wang, Tianyang Xu, Xiaojun Wu, Josef Kittler:
A Riemannian Residual Learning Mechanism for SPD Network. IJCNN 2024: 1-9
[c452]
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  - conf/mir/WangKGCMNHGHW24
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Hui Wang, Josef Kittler, Mark J. F. Gales, Rob Cooper, Maurice D. Mulvenna, Wing Ng, Yang Hua, Richard Gault, Abbas Haider, Guanfeng Wu:
MVRMLM 2024: Multimodal Video Retrieval and Multimodal Language Modelling. ICMR 2024: 1345-1346
[c451]
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Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler:
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. ACM Multimedia 2024: 7326-7335
[i98]
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  - journals/corr/abs-2401-00285
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Zeyang Zhang, Hui Li, Tianyang Xu, Xiaojun Wu, Josef Kittler:
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features. CoRR abs/2401.00285 (2024)
[i97]
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  - journals/corr/abs-2404-00509
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Jiantao Wu, Shentong Mo, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
DailyMAE: Towards Pretraining Masked Autoencoders in One Day. CoRR abs/2404.00509 (2024)
[i96]
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  - journals/corr/abs-2404-16359
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Cong Wu, Xiao-Jun Wu, Tianyang Xu, Josef Kittler:
An Improved Graph Pooling Network for Skeleton-Based Action Recognition. CoRR abs/2404.16359 (2024)
[i95]
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  - journals/corr/abs-2405-00168
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Zhangyong Tang, Tianyang Xu, Zhen-Hua Feng, Xuefeng Zhu, He Wang, Pengcheng Shao, Chunyang Cheng, Xiaojun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
Revisiting RGBT Tracking Benchmarks from the Perspective of Modality Validity: A New Benchmark, Problem, and Method. CoRR abs/2405.00168 (2024)
[i94]
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Pengcheng Shao, Tianyang Xu, Zhangyong Tang, Linze Li, Xiao-Jun Wu, Josef Kittler:
TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking. CoRR abs/2405.05004 (2024)
[i93]
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  - journals/corr/abs-2406-17450
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Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Pseudo Labelling for Enhanced Masked Autoencoders. CoRR abs/2406.17450 (2024)
[i92]
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  - journals/corr/abs-2406-17460
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Srinivasa Rao Nandam, Sara Atito, Zhenhua Feng, Josef Kittler, Muhammad Awais:
Investigating Self-Supervised Methods for Label-Efficient Learning. CoRR abs/2406.17460 (2024)
[i91]
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  - journals/corr/abs-2407-06113
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Rongchang Li, Zhenhua Feng, Tianyang Xu, Linze Li, Xiao-Jun Wu, Muhammad Awais, Sara Atito, Josef Kittler:
C2C: Component-to-Composition Learning for Zero-Shot Compositional Action Recognition. CoRR abs/2407.06113 (2024)
[i90]
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  - journals/corr/abs-2408-15641
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Yanglin Deng, Tianyang Xu, Chunyang Cheng, Xiao-Jun Wu, Josef Kittler:
MMDRFuse: Distilled Mini-Model with Dynamic Refresh for Multi-Modality Image Fusion. CoRR abs/2408.15641 (2024)
[i89]
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  - journals/corr/abs-2409-14882
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Wenhua Dong, Xiaojun Wu, Zhenhua Feng, Sara Atito, Muhammad Awais, Josef Kittler:
Probabilistically Aligned View-unaligned Clustering with Adaptive Template Selection. CoRR abs/2409.14882 (2024)
[i88]
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  - journals/corr/abs-2409-16990
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Wenqing Wang, Haosen Yang, Josef Kittler, Xiatian Zhu:
Single Image, Any Face: Generalisable 3D Face Generation. CoRR abs/2409.16990 (2024)
2023
[j277]
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Zhangyong Tang, Tianyang Xu, Hui Li, Xiao-Jun Wu, Xuefeng Zhu, Josef Kittler:
Exploring fusion strategies for accurate RGBT visual object tracking. Inf. Fusion 99: 101881 (2023)
[j276]
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Junyuan He, Xiaoning Song, Zhen-Hua Feng, Tianyang Xu, Xiaojun Wu, Josef Kittler:
ETM-face: effective training sample selection and multi-scale feature learning for face detection. Multim. Tools Appl. 82(17): 26595-26611 (2023)
[j275]
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Rui Wang, Xiaojun Wu, Tianyang Xu, Cong Hu, Josef Kittler:
U-SPDNet: An SPD manifold learning-based neural network for visual classification. Neural Networks 161: 382-396 (2023)
[j274]
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Zhen Liu, Xiaoning Song, Zhen-Hua Feng, Tianyang Xu, Xiaojun Wu, Josef Kittler:
Global Context-Aware Feature Extraction and Visible Feature Enhancement for Occlusion-Invariant Pedestrian Detection in Crowded Scenes. Neural Process. Lett. 55(1): 803-817 (2023)
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Wanrong Yu, Xiao-Jun Wu, Tianyang Xu, Ziheng Chen, Josef Kittler:
Scalable Affine Multi-view Subspace Clustering. Neural Process. Lett. 55(4): 4679-4696 (2023)
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Ali Akbari, Muhammad Awais, Soroush Fatemifar, Josef Kittler:
Deep Order-Preserving Learning With Adaptive Optimal Transport Distance. IEEE Trans. Pattern Anal. Mach. Intell. 45(1): 313-328 (2023)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Neural Belief Propagation for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10161-10172 (2023)
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Hui Li, Tianyang Xu, Xiaojun Wu, Jiwen Lu, Josef Kittler:
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. IEEE Trans. Pattern Anal. Mach. Intell. 45(9): 11040-11052 (2023)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Constrained Structure Learning for Scene Graph Generation. IEEE Trans. Pattern Anal. Mach. Intell. 45(10): 11588-11599 (2023)
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Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: Demystifying Face Recognition Losses With Nearest Proxies Triplet. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 15249-15259 (2023)
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Lei Ju, Josef Kittler, Muhammad Awais Rana, Wankou Yang, Zhen-Hua Feng:
Keep an eye on faces: Robust face detection with heatmap-Assisted spatial attention and scale-Aware layer attention. Pattern Recognit. 140: 109553 (2023)
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Fisher Regularized ε-Dragging for Image Classification. IEEE Trans. Cogn. Dev. Syst. 15(2): 639-650 (2023)
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Ziheng Chen, Tianyang Xu, Xiaojun Wu, Rui Wang, Josef Kittler:
Hybrid Riemannian Graph-Embedding Metric Learning for Image Set Classification. IEEE Trans. Big Data 9(1): 75-92 (2023)
[j264]
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Yang Hua, Xiaoning Song, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler, Dong-Jun Yu:
CPInformer for Efficient and Robust Compound-Protein Interaction Prediction. IEEE ACM Trans. Comput. Biol. Bioinform. 20(1): 285-296 (2023)
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Tianyang Xu, Zhenhua Feng, Xiao-Jun Wu, Josef Kittler:
Toward Robust Visual Object Tracking With Independent Target-Agnostic Detection and Effective Siamese Cross-Task Interaction. IEEE Trans. Image Process. 32: 1541-1554 (2023)
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Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Fast Self-Guided Multi-View Subspace Clustering. IEEE Trans. Image Process. 32: 6514-6525 (2023)
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Donglin Zhang, Xiaojun Wu, Tianyang Xu, Josef Kittler:
WATCH: Two-Stage Discrete Cross-Media Hashing. IEEE Trans. Knowl. Data Eng. 35(6): 6461-6474 (2023)
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Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
A Theoretical Insight Into the Effect of Loss Function for Deep Semantic-Preserving Learning. IEEE Trans. Neural Networks Learn. Syst. 34(1): 119-133 (2023)
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Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Discriminative Dictionary Pair Learning With Scale-Constrained Structured Representation for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 34(12): 10225-10239 (2023)
[c450]
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Xuefeng Zhu, Tianyang Xu, Zhangyong Tang, Zucheng Wu, Haodong Liu, Xiao Yang, Xiao-Jun Wu, Josef Kittler:
RGBD1K: A Large-Scale Dataset and Benchmark for RGB-D Object Tracking. AAAI 2023: 3870-3878
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Ziheng Chen, Tianyang Xu, Xiao-Jun Wu, Rui Wang, Zhiwu Huang, Josef Kittler:
Riemannian Local Mechanism for SPD Neural Networks. AAAI 2023: 7104-7112
[c448]
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Lei Ju, Zhenhua Feng, Muhammad Awais, Josef Kittler:
Ada²NPT: An Adaptive Nearest Proxies Triplet Loss for Attribute-Aware Face Recognition with Adaptively Compacted Feature Learning. ACML 2023: 614-629
[c447]
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Renjie Wang, Tianyang Xu, Shao-Chuan Zhao, Xiaojun Wu, Josef Kittler:
Diffusion Init: Stronger Initialisation of Decision-Based Black-Box Attacks for Visual Object Tracking. ACPR (2) 2023: 367-380
[c446]
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Rong-Chang Li, Cong Wu, Linze Li, Zhongwei Shen, Tianyang Xu, Xiaojun Wu, Xi Li, Jiwen Lu, Josef Kittler:
Action Probability Calibration for Efficient Naturalistic Driving Action Localization. CVPR Workshops 2023: 5270-5277
[c445]
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Michael Danner, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler:
GAN-Powered Model &Landmark-Free Reconstruction: A Versatile Approach for High-Quality 3D Facial and Object Recovery from Single Images. DeLTA 2023: 403-418
[c444]
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Yi Yang, Qihua Li, Xing Tian, Wing W. Y. Ng, Hui Wang, Josef Kittler, Mark J. F. Gales, Rob Cooper:
Unsupervised Multi-Hashing for Image Retrieval in Non-stationary Environments. ICACI 2023: 1-6
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Sara Atito, Muhammad Awais, Srinivasa Rao Nandam, Josef Kittler:
GMML is All You Need. ICIP 2023: 2125-2129
[c442]
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Sara Atito, Muhammad Awais, Tony Alex, Josef Kittler:
Group Masked Model Learning for General Audio Representation. ICIP 2023: 2600-2604
[i87]
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Hui Li, Tianyang Xu, Xiao-Jun Wu, Jiwen Lu, Josef Kittler:
LRRNet: A Novel Representation Learning Guided Fusion Network for Infrared and Visible Images. CoRR abs/2304.05172 (2023)
[i86]
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  - journals/corr/abs-2305-05970
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Chunyang Cheng, Tianyang Xu, Xiaojun Wu, Hui Li, Josef Kittler, Xi Li:
FusionBooster: A Unified Image Fusion Boosting Paradigm. CoRR abs/2305.05970 (2023)
[i85]
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Jiantao Wu, Shentong Mo, Muhammad Awais, Sara Atito, Zhenhua Feng, Josef Kittler:
Masked Momentum Contrastive Learning for Zero-shot Semantic Understanding. CoRR abs/2308.11448 (2023)
[i84]
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  - journals/corr/abs-2309-01728
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Zhangyong Tang, Tianyang Xu, Xuefeng Zhu, Xiao-Jun Wu, Josef Kittler:
Generative-based Fusion Mechanism for Multi-Modal Tracking. CoRR abs/2309.01728 (2023)
[i83]
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  - journals/corr/abs-2309-05834
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Cong Wu, Xiao-Jun Wu, Josef Kittler, Tianyang Xu, Sara Atito, Muhammad Awais, Zhenhua Feng:
SCD-Net: Spatiotemporal Clues Disentanglement Network for Self-supervised Skeleton-based Action Recognition. CoRR abs/2309.05834 (2023)
[i82]
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  - journals/corr/abs-2311-16738
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Rui Wang, Xiao-Jun Wu, Hui Li, Josef Kittler:
Riemannian Self-Attention Mechanism for SPD Networks. CoRR abs/2311.16738 (2023)
[i81]
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  - journals/corr/abs-2312-01118
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Jiantao Wu, Shentong Mo, Sara Atito, Josef Kittler, Zhenhua Feng, Muhammad Awais:
Beyond Accuracy: Statistical Measures and Benchmark for Evaluation of Representation from Self-Supervised Learning. CoRR abs/2312.01118 (2023)
[i80]
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Chunyang Cheng, Tianyang Xu, Xiao-Jun Wu, Hui Li, Xi Li, Zhangyong Tang, Josef Kittler:
TextFusion: Unveiling the Power of Textual Semantics for Controllable Image Fusion. CoRR abs/2312.14209 (2023)
2022
[j258]
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-target regression via non-linear output structure learning. Neurocomputing 492: 572-580 (2022)
[j257]
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Wenhua Dong, Xiaojun Wu, Josef Kittler:
Subspace clustering via joint ℓ1, 2 and ℓ2, 1 norms. Inf. Sci. 612: 675-686 (2022)
[j256]
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Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
Learning a discriminative SPD manifold neural network for image set classification. Neural Networks 151: 94-110 (2022)
[j255]
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Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler:
Distribution Cognisant Loss for Cross-Database Facial Age Estimation With Sensitivity Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 44(4): 1869-1887 (2022)
[j254]
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Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Developing a generic framework for anomaly detection. Pattern Recognit. 124: 108500 (2022)
[j253]
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Qingbei Guo, Xiaojun Wu, Josef Kittler, Zhiquan Feng:
Differentiable neural architecture learning for efficient neural networks. Pattern Recognit. 126: 108448 (2022)
[j252]
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Soroush Fatemifar, Shahrokh Asadi, Muhammad Awais, Ali Akbari, Josef Kittler:
Face spoofing detection ensemble via multistage optimisation and pruning. Pattern Recognit. Lett. 158: 1-8 (2022)
[j251]
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Yingjie Jiang, Xiaoning Song, Tianyang Xu, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler:
Target-Cognisant Siamese Network for Robust Visual Object Tracking. Pattern Recognit. Lett. 163: 129-135 (2022)
[j250]
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Rui Wang, Xiaojun Wu, Zhen Liu, Josef Kittler:
Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification. IEEE Trans. Cogn. Dev. Syst. 14(3): 957-970 (2022)
[j249]
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Rui Wang, Xiaojun Wu, Kai-Xuan Chen, Josef Kittler:
Multiple Riemannian Manifold-Valued Descriptors Based Image Set Classification With Multi-Kernel Metric Learning. IEEE Trans. Big Data 8(3): 753-769 (2022)
[j248]
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Cong Wu, Xiaojun Wu, Josef Kittler:
Graph2Net: Perceptually-Enriched Graph Learning for Skeleton-Based Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(4): 2120-2132 (2022)
[j247]
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Ali Akbari, Muhammad Awais, Soroush Fatemifar, Syed Safwan Khalid, Josef Kittler:
A Novel Ground Metric for Optimal Transport-Based Chronological Age Estimation. IEEE Trans. Cybern. 52(10): 9986-9999 (2022)
[j246]
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Xuefeng Zhu, Xiaojun Wu, Tianyang Xu, Zhen-Hua Feng, Josef Kittler:
Robust Visual Object Tracking Via Adaptive Attribute-Aware Discriminative Correlation Filters. IEEE Trans. Multim. 24: 301-312 (2022)
[j245]
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Rui Wang, Xiaojun Wu, Josef Kittler:
SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification. IEEE Trans. Neural Networks Learn. Syst. 33(5): 2208-2222 (2022)
[j244]
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Relaxed Block-Diagonal Dictionary Pair Learning With Locality Constraint for Image Recognition. IEEE Trans. Neural Networks Learn. Syst. 33(8): 3645-3659 (2022)
[j243]
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Donglin Zhang, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Two-Stage Supervised Discrete Hashing for Cross-Modal Retrieval. IEEE Trans. Syst. Man Cybern. Syst. 52(11): 7014-7026 (2022)
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Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid:
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-identification. AAAI 2022: 4477-4485
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Rui Wang, Xiaojun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
DreamNet: A Deep Riemannian Manifold Network for SPD Matrix Learning. ACCV (6) 2022: 646-663
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Matej Kristan, Ales Leonardis, Jirí Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Johanna Björklund, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhen-Hua Feng, Zhihong Fu, Shang Gao, Rama Krishna Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, ChangBeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang:
The Tenth Visual Object Tracking VOT2022 Challenge Results. ECCV Workshops (8) 2022: 431-460
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Sara Atito, Syed Muhammad Anwar, Muhammad Awais, Josef Kittler:
SB-SSL: Slice-Based Self-supervised Transformers for Knee Abnormality Classification from MRI. MILLanD@MICCAI 2022: 86-95
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Michael Danner, Thomas Weber, Patrik Huber, Muhammad Awais, Matthias Rätsch, Josef Kittler:
Evolutional Normal Maps: 3D Face Representations for 2D-3D Face Recognition, Face Modelling and Data Augmentation. VISIGRAPP (5: VISAPP) 2022: 267-274
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Zhangyong Tang, Tianyang Xu, Hui Li, Xiao-Jun Wu, Xuefeng Zhu, Josef Kittler:
Exploring Fusion Strategies for Accurate RGBT Visual Object Tracking. CoRR abs/2201.08673 (2022)
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Ziheng Chen, Xiao-Jun Wu, Tianyang Xu, Rui Wang, Zhiwu Huang, Josef Kittler:
MSNet: A Deep Multi-scale Submanifold Network for Visual Classification. CoRR abs/2201.10145 (2022)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Constrained Structure Learning for Scene Graph Generation. CoRR abs/2201.11697 (2022)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Importance Weighted Structure Learning for Scene Graph Generation. CoRR abs/2205.07017 (2022)
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Sara Atito, Muhammad Awais, Josef Kittler:
GMML is All you Need. CoRR abs/2205.14986 (2022)
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Rui Wang, Xiao-Jun Wu, Ziheng Chen, Tianyang Xu, Josef Kittler:
DreamNet: A Deep Riemannian Network based on SPD Manifold Learning for Visual Classification. CoRR abs/2206.07967 (2022)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Doubly Reparameterized Importance Weighted Structure Learning for Scene Graph Generation. CoRR abs/2206.11352 (2022)
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Xuefeng Zhu, Tianyang Xu, Zhangyong Tang, Zucheng Wu, Haodong Liu, Xiao Yang, Xiaojun Wu, Josef Kittler:
RGBD1K: A Large-scale Dataset and Benchmark for RGB-D Object Tracking. CoRR abs/2208.09787 (2022)
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Sara Atito, Muhammad Awais, Wenwu Wang, Mark D. Plumbley, Josef Kittler:
ASiT: Audio Spectrogram vIsion Transformer for General Audio Representation. CoRR abs/2211.13189 (2022)
2021
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Sara Atito Ali Ahmed, Cemre Zor, Muhammad Awais, Berrin A. Yanikoglu, Josef Kittler:
Deep Convolutional Neural Network Ensembles Using ECOC. IEEE Access 9: 86083-86095 (2021)
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Zhi-Wei Xu, Xiao-Jun Wu, Josef Kittler:
STRNet: Triple-stream Spatiotemporal Relation Network for Action Recognition. Int. J. Autom. Comput. 18(5): 718-730 (2021)
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Adaptive Channel Selection for Robust Visual Object Tracking with Discriminative Correlation Filters. Int. J. Comput. Vis. 129(5): 1359-1375 (2021)
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Hui Li, Xiao-Jun Wu, Josef Kittler:
RFN-Nest: An end-to-end residual fusion network for infrared and visible images. Inf. Fusion 73: 72-86 (2021)
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Zhongwei Shen, Xiao-Jun Wu, Josef Kittler:
2D progressive fusion module for action recognition. Image Vis. Comput. 109: 104122 (2021)
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Rong-Chang Li, Xiao-Jun Wu, Cong Wu, Tianyang Xu, Josef Kittler:
Dynamic information enhancement for video classification. Image Vis. Comput. 114: 104244 (2021)
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Yu Fu, Xiaojun Wu, Josef Kittler:
Effective method for fusing infrared and visible images. J. Electronic Imaging 30(3) (2021)
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Dongyu Rao, Xiaojun Wu, Hui Li, Josef Kittler, Tianyang Xu:
UMFA: a photorealistic style transfer method based on U-Net and multi-layer feature aggregation. J. Electronic Imaging 30(5) (2021)
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Qingbei Guo, Xiaojun Wu, Josef Kittler, Zhiquan Feng:
Weak sub-network pruning for strong and efficient neural networks. Neural Networks 144: 614-626 (2021)
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Zhongwei Shen, Xiao-Jun Wu, Josef Kittler:
Advanced skeleton-based action recognition via spatial-temporal rotation descriptors. Pattern Anal. Appl. 24(3): 1335-1346 (2021)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Visual Semantic Information Pursuit: A Survey. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1404-1422 (2021)
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Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
Client-specific anomaly detection for face presentation attack detection. Pattern Recognit. 112: 107696 (2021)
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Donglin Zhang, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
MOON: Multi-hash codes joint learning for cross-media retrieval. Pattern Recognit. Lett. 151: 19-25 (2021)
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Zhe Chen, Xiao-Jun Wu, Yu-Hong Cai, Josef Kittler:
Sparse non-negative transition subspace learning for image classification. Signal Process. 183: 107988 (2021)
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Zhe Chen, Xiaojun Wu, Tianyang Xu, Josef Kittler:
Learning Alternating Deep-Layer Cascaded Representation. IEEE Signal Process. Lett. 28: 1520-1524 (2021)
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Xuefeng Zhu, Xiao-Jun Wu, Tianyang Xu, Zhen-Hua Feng, Josef Kittler:
Complementary Discriminative Correlation Filters Based on Collaborative Representation for Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 31(2): 557-568 (2021)
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Rui Wang, Xiao-Jun Wu, Josef Kittler:
Graph Embedding Multi-Kernel Metric Learning for Image Set Classification With Grassmannian Manifold-Valued Features. IEEE Trans. Multim. 23: 228-242 (2021)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. IEEE Trans. Neural Networks Learn. Syst. 32(3): 999-1013 (2021)
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Qiang Qian, Xiaojun Wu, Josef Kittler, Tianyang Xu:
Correlation tracking with implicitly extending search region. Vis. Comput. 37(5): 1029-1043 (2021)
[c436]
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Shuangping Jin, Zhen-Hua Feng, Wankou Yang, Josef Kittler:
Separable Batch Normalization for Robust Facial Landmark Localization. BMVC 2021: 367
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Matej Kristan, Jirí Matas, Ales Leonardis, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Jani Käpylä, Gustav Häger, Song Yan, Jinyu Yang, Zhongqun Zhang, Gustavo Fernández, Mohamed H. Abdelpakey, Goutam Bhat, Llukman Cerkezi, Hakan Cevikalp, Shengyong Chen, Xin Chen, Miao Cheng, Ziyi Cheng, Yu-Chen Chiu, Ozgun Cirakman, Yutao Cui, Kenan Dai, Mohana Murali Dasari, Qili Deng, Xingping Dong, Daniel K. Du, Matteo Dunnhofer, Zhen-Hua Feng, Zhiyong Feng, Zhihong Fu, Shiming Ge, Rama Krishna Gorthi, Yuzhang Gu, Bilge Günsel, Qing Guo, Filiz Gurkan, Wencheng Han, Yanyan Huang, Felix Järemo Lawin, Shang-Jhih Jhang, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Juefei-Xu, J. Yin, Xiao Ke, Fahad Shahbaz Khan, Byeong Hak Kim, Josef Kittler, Xiangyuan Lan, Jun Ha Lee, Bastian Leibe, Hui Li, Jianhua Li, Xianxian Li, Yuezhou Li, Bo Liu, Chang Liu, Jingen Liu, Li Liu, Qingjie Liu, Huchuan Lu, Wei Lu, Jonathon Luiten, Jie Ma, Ziang Ma, Niki Martinel, Christoph Mayer, Alireza Memarmoghadam, Christian Micheloni, Yuzhen Niu, Danda Pani Paudel, Houwen Peng, Shoumeng Qiu, Aravindh Rajiv, Muhammad Rana, Andreas Robinson, Hasan Saribas, Ling Shao, Mohamed S. Shehata, Furao Shen, Jianbing Shen, Kristian Simonato, Xiaoning Song, Zhangyong Tang, Radu Timofte, Philip H. S. Torr, Chi-Yi Tsai, Bedirhan Uzun, Luc Van Gool, Paul Voigtlaender, Dong Wang, Guangting Wang, Liangliang Wang, Lijun Wang, Limin Wang, Linyuan Wang, Yong Wang, Yunhong Wang, Chenyan Wu, Gangshan Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Xiang Xu, Wanli Xue, Bin Yan, Wankou Yang, Xiaoyun Yang, Yu Ye, Jun Yin, Chengwei Zhang, Chunhui Zhang, Haitao Zhang, Kaihua Zhang, Kangkai Zhang, Xiaohan Zhang, Xiaolin Zhang, Xinyu Zhang, Zhibin Zhang, Shao-Chuan Zhao, Ming Zhen, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu:
The Ninth Visual Object Tracking VOT2021 Challenge Results. ICCVW 2021: 2711-2738
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Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
Particle Swarm And Pattern Search Optimisation Of An Ensemble Of Face Anomaly Detectors. ICIP 2021: 3622-3626
[c433]
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Ali Akbari, Muhammad Awais, Manijeh Bashar, Josef Kittler:
How Does Loss Function Affect Generalization Performance of Deep Learning? Application to Human Age Estimation. ICML 2021: 141-151
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Quanyan Jiang, Xiaojun Wu, Josef Kittler:
Insight on Attention Modules for Skeleton-Based Action Recognition. PRCV (1) 2021: 242-255
[i70]
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Shuangping Jin, Zhen-Hua Feng, Wankou Yang, Josef Kittler:
Separable Batch Normalization for Robust Facial Landmark Localization with Cross-protocol Network Training. CoRR abs/2101.06663 (2021)
[i69]
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Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid:
AXM-Net: Cross-Modal Context Sharing Attention Network for Person Re-ID. CoRR abs/2101.08238 (2021)
[i68]
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Yu Fu, Xiao-Jun Wu, Josef Kittler:
A Deep Decomposition Network for Image Processing: A Case Study for Visible and Infrared Image Fusion. CoRR abs/2102.10526 (2021)
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Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng:
Differentiable Neural Architecture Learning for Efficient Neural Network Design. CoRR abs/2103.02126 (2021)
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Syed Safwan Khalid, Muhammad Awais, Chi-Ho Chan, Zhen-Hua Feng, Ammarah Farooq, Ali Akbari, Josef Kittler:
NPT-Loss: A Metric Loss with Implicit Mining for Face Recognition. CoRR abs/2103.03503 (2021)
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Hui Li, Xiao-Jun Wu, Josef Kittler:
RFN-Nest: An end-to-end residual fusion network for infrared and visible images. CoRR abs/2103.04286 (2021)
[i64]
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Sara Atito Ali Ahmed, Muhammad Awais, Josef Kittler:
SiT: Self-supervised vIsion Transformer. CoRR abs/2104.03602 (2021)
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Yu Fu, Tianyang Xu, Xiaojun Wu, Josef Kittler:
PPT Fusion: Pyramid Patch Transformerfor a Case Study in Image Fusion. CoRR abs/2107.13967 (2021)
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Dongyu Rao, Xiao-Jun Wu, Hui Li, Josef Kittler, Tianyang Xu:
UMFA: A photorealistic style transfer method based on U-Net and multi-layer feature aggregation. CoRR abs/2108.06113 (2021)
[i61]
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Donglin Zhang, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
MOON: Multi-Hash Codes Joint Learning for Cross-Media Retrieval. CoRR abs/2109.00883 (2021)
[i60]
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María Pérez-Ortiz, Omar Rivasplata, Benjamin Guedj, Matthew Gleeson, Jingyu Zhang, John Shawe-Taylor, Miroslaw Bober, Josef Kittler:
Learning PAC-Bayes Priors for Probabilistic Neural Networks. CoRR abs/2109.10304 (2021)
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Rong-Chang Li, Tianyang Xu, Xiao-Jun Wu, Josef Kittler:
Video Is Graph: Structured Graph Module for Video Action Recognition. CoRR abs/2110.05904 (2021)
[i58]
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Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Bao Ly-Van, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico M. Sukno, Sri-Kaushik Pavani, Alejandro Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). CoRR abs/2111.08702 (2021)
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Norman Poh, Thirimachos Bourlai, Josef Kittler, Lorène Allano, Fernando Alonso-Fernandez, Onkar Ambekar, John P. Baker, Bernadette Dorizzi, Omolara Fatukasi, Julian Fiérrez, Harald Ganster, Javier Ortega-Garcia, Donald E. Maurer, Albert Ali Salah, Tobias Scheidat, Claus Vielhauer:
Benchmarking Quality-Dependent and Cost-Sensitive Score-Level Multimodal Biometric Fusion Algorithms. CoRR abs/2111.08703 (2021)
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Ammarah Farooq, Muhammad Awais, Sara Atito Ali Ahmed, Josef Kittler:
Global Interaction Modelling in Vision Transformer via Super Tokens. CoRR abs/2111.13156 (2021)
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Sara Atito Ali Ahmed, Muhammad Awais, Ammarah Farooq, Zhen-Hua Feng, Josef Kittler:
MC-SSL0.0: Towards Multi-Concept Self-Supervised Learning. CoRR abs/2111.15340 (2021)
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Neural Belief Propagation for Scene Graph Generation. CoRR abs/2112.05727 (2021)
2020
[j223]
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Cong Hu, Zhen-Hua Feng, Xiaojun Wu, Josef Kittler:
Dual Encoder-Decoder Based Generative Adversarial Networks for Disentangled Facial Representation Learning. IEEE Access 8: 130159-130171 (2020)
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Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Xiao-Jun Wu:
Rectified Wing Loss for Efficient and Robust Facial Landmark Localisation with Convolutional Neural Networks. Int. J. Comput. Vis. 128(8): 2126-2145 (2020)
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Manijeh Bashar, Ali Akbari, Kanapathippillai Cumanan, Hien Quoc Ngo, Alister G. Burr, Pei Xiao, Mérouane Debbah, Josef Kittler:
Exploiting Deep Learning in Limited-Fronthaul Cell-Free Massive MIMO Uplink. IEEE J. Sel. Areas Commun. 38(8): 1678-1697 (2020)
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Fernando Pereira dos Santos, Cemre Zor, Josef Kittler, Moacir A. Ponti:
Learning image features with fewer labels using a semi-supervised deep convolutional network. Neural Networks 132: 131-143 (2020)
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Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng:
Self-grouping convolutional neural networks. Neural Networks 132: 491-505 (2020)
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He-Feng Yin, Xiao-Jun Wu, Josef Kittler, Zhen-Hua Feng:
Learning a representation with the block-diagonal structure for pattern classification. Pattern Anal. Appl. 23(3): 1381-1390 (2020)
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Learning discriminative hashing codes for cross-modal retrieval based on multi-view features. Pattern Anal. Appl. 23(3): 1421-1438 (2020)
[j216]
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Zhe Chen, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
Noise-robust dictionary learning with slack block-Diagonal structure for face recognition. Pattern Recognit. 100: 107118 (2020)
[j215]
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
An accelerated correlation filter tracker. Pattern Recognit. 102: 107172 (2020)
[j214]
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Kai-Xuan Chen, Jie-Yi Ren, Xiao-Jun Wu, Josef Kittler:
Covariance descriptors on a Gaussian manifold and their application to image set classification. Pattern Recognit. 107: 107463 (2020)
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Jieyi Ren, Xiao-Jun Wu, Josef Kittler:
Discriminative block-diagonal covariance descriptors for image set classification. Pattern Recognit. Lett. 136: 230-236 (2020)
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Low-rank discriminative least squares regression for image classification. Signal Process. 173: 107485 (2020)
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Syed Safwan Khalid, Muhammad Awais, Zhen-Hua Feng, Chi-Ho Chan, Ammarah Farooq, Ali Akbari, Josef Kittler:
Resolution Invariant Face Recognition Using a Distillation Approach. IEEE Trans. Biom. Behav. Identity Sci. 2(4): 410-420 (2020)
[j210]
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Learning Low-Rank and Sparse Discriminative Correlation Filters for Coarse-to-Fine Visual Object Tracking. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3727-3739 (2020)
[j209]
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Hui Li, Xiao-Jun Wu, Josef Kittler:
MDLatLRR: A Novel Decomposition Method for Infrared and Visible Image Fusion. IEEE Trans. Image Process. 29: 4733-4746 (2020)
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Linbo He, Yushan Zhang, Song Yan, Jinyu Yang, Gustavo Fernández, Alexander G. Hauptmann, Alireza Memarmoghadam, Álvaro García-Martín, Andreas Robinson, Anton Varfolomieiev, Awet Haileslassie Gebrehiwot, Bedirhan Uzun, Bin Yan, Bing Li, Chen Qian, Chi-Yi Tsai, Christian Micheloni, Dong Wang, Fei Wang, Fei Xie, Felix Järemo Lawin, Fredrik Gustafsson, Gian Luca Foresti, Goutam Bhat, Guangqi Chen, Haibin Ling, Haitao Zhang, Hakan Cevikalp, Haojie Zhao, Haoran Bai, Hari Chandana Kuchibhotla, Hasan Saribas, Heng Fan, Hossein Ghanei-Yakhdan, Houqiang Li, Houwen Peng, Huchuan Lu, Hui Li, Javad Khaghani, Jesús Bescós, Jianhua Li, Jianlong Fu, Jiaqian Yu, Jingtao Xu, Josef Kittler, Jun Yin, Junhyun Lee, Kaicheng Yu, Kaiwen Liu, Kang Yang, Kenan Dai, Li Cheng, Li Zhang, Lijun Wang, Linyuan Wang, Luc Van Gool, Luca Bertinetto, Matteo Dunnhofer, Miao Cheng, Mohana Murali Dasari, Ning Wang, Pengyu Zhang, Philip H. S. Torr, Qiang Wang, Radu Timofte, Rama Krishna Sai Subrahmanyam Gorthi, Seokeon Choi, Seyed Mojtaba Marvasti-Zadeh, Shao-Chuan Zhao, Shohreh Kasaei, Shoumeng Qiu, Shuhao Chen, Thomas B. Schön, Tianyang Xu, Wei Lu, Weiming Hu, Wengang Zhou, Xi Qiu, Xiao Ke, Xiao-Jun Wu, Xiaolin Zhang, Xiaoyun Yang, Xuefeng Zhu, Yingjie Jiang, Yingming Wang, Yiwei Chen, Yu Ye, Yuezhou Li, Yuncon Yao, Yunsung Lee, Yuzhang Gu, Zezhou Wang, Zhangyong Tang, Zhen-Hua Feng, Zhijun Mai, Zhipeng Zhang, Zhirong Wu, Ziang Ma:
The Eighth Visual Object Tracking VOT2020 Challenge Results. ECCV Workshops (5) 2020: 547-601
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Ali Akbari, Muhammad Awais, Josef Kittler:
Sensitivity of Age Estimation Systems to Demographic Factors and Image Quality: Achievements and Challenges. IJCB 2020: 1-8
[c429]
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Ammarah Farooq, Muhammad Awais, Josef Kittler, Ali Akbari, Syed Safwan Khalid:
Cross Modal Person Re-identification with Visual-Textual Queries. IJCB 2020: 1-8
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Soroush Fatemifar, Muhammad Awais, Ali Akbari, Josef Kittler:
A Stacking Ensemble for Anomaly Based Client-Specific Face Spoofing Detection. ICIP 2020: 1371-1375
[c427]
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Adaptive Context-Aware Discriminative Correlation Filters for Robust Visual Object Tracking. ICPR 2020: 2514-2520
[c426]
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Wenhua Dong, Xiao-Jun Wu, Hui Li, Zhen-Hua Feng, Josef Kittler:
Subspace Clustering via Joint Unsupervised Feature Selection. ICPR 2020: 3892-3898
[c425]
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  - conf/icpr/ZhangWLYK20
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Donglin Zhang, Xiao-Jun Wu, Zhen Liu, Jun Yu, Josef Kittler:
Fast Discrete Cross-Modal Hashing Based on Label Relaxation and Matrix Factorization. ICPR 2020: 4845-4850
[c424]
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Chi-Ho Chan, Josef Kittler:
Angular Sparsemax for Face Recognition. ICPR 2020: 10473-10479
[c423]
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Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler:
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. ICPR 2020: 10629-10635
[c422]
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  - conf/mod/AhmedYZAK20
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Sara Atito Ali Ahmed, Berrin A. Yanikoglu, Cemre Zor, Muhammad Awais, Josef Kittler:
Skin Lesion Diagnosis with Imbalanced ECOC Ensembles. LOD (2) 2020: 292-303
[c421]
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  - conf/visapp/Danner00FKR20
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Michael Danner, Patrik Huber, Muhammad Awais, Zhen-Hua Feng, Josef Kittler, Matthias Rätsch:
Texture-based 3D Face Recognition using Deep Neural Networks for Unconstrained Human-machine Interaction. VISIGRAPP (5: VISAPP) 2020: 420-427
[i53]
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Ammarah Farooq, Muhammad Awais, Fei Yan, Josef Kittler, Ali Akbari, Syed Safwan Khalid:
A Convolutional Baseline for Person Re-Identification Using Vision and Language Descriptions. CoRR abs/2003.00808 (2020)
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
AFAT: Adaptive Failure-Aware Tracker for Robust Visual Object Tracking. CoRR abs/2005.13708 (2020)
[i51]
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  - journals/corr/abs-2007-05175
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He-Feng Yin, Xiao-Jun Wu, Zhen-Hua Feng, Josef Kittler:
Affine Non-negative Collaborative Representation Based Pattern Classification. CoRR abs/2007.05175 (2020)
[i50]
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  - journals/corr/abs-2009-02961
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Sara Atito Ali Ahmed, Cemre Zor, Berrin A. Yanikoglu, Muhammad Awais, Josef Kittler:
ECOC as a Method of Constructing Deep Convolutional Neural Network Ensembles. CoRR abs/2009.02961 (2020)
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Qingbei Guo, Xiao-Jun Wu, Josef Kittler, Zhiquan Feng:
Self-grouping Convolutional Neural Networks. CoRR abs/2009.13803 (2020)
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Ali Akbari, Muhammad Awais, Zhen-Hua Feng, Ammarah Farooq, Josef Kittler:
A Flatter Loss for Bias Mitigation in Cross-dataset Facial Age Estimation. CoRR abs/2010.10368 (2020)

2010 – 2019

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2019
[j208]
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Discriminative Supervised Hashing for Cross-Modal Similarity Search. Image Vis. Comput. 89: 50-56 (2019)
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Yunkun Li, Xiao-Jun Wu, Josef Kittler:
L1-2D2PCANet: a deep learning network for face recognition. J. Electronic Imaging 28(2): 023016 (2019)
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Lei Jiang, Xiao-Jun Wu, Josef Kittler:
Pose-invariant three-dimensional face reconstruction. J. Electronic Imaging 28(5): 053003 (2019)
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Wenhua Dong, Xiao-Jun Wu, Josef Kittler, He-Feng Yin:
Sparse subspace clustering via nonconvex approximation. Pattern Anal. Appl. 22(1): 165-176 (2019)
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Wenhua Dong, Xiao-Jun Wu, Josef Kittler:
Sparse subspace clustering via smoothed ℓ_p minimization. Pattern Recognit. Lett. 125: 206-211 (2019)
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
A sparse regularized nuclear norm based matrix regression for face recognition with contiguous occlusion. Pattern Recognit. Lett. 125: 494-499 (2019)
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Zhen-Hua Feng, Josef Kittler, Xiao-Jun Wu:
Mining Hard Augmented Samples for Robust Facial Landmark Localization With CNNs. IEEE Signal Process. Lett. 26(3): 450-454 (2019)
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Cong Hu, Xiao-Jun Wu, Josef Kittler:
Semi-Supervised Learning Based on GAN With Mean and Variance Feature Matching. IEEE Trans. Cogn. Dev. Syst. 11(4): 539-547 (2019)
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Josef Kittler, Cemre Zor:
Delta Divergence: A Novel Decision Cognizant Measure of Classifier Incongruence. IEEE Trans. Cybern. 49(6): 2331-2343 (2019)
[j199]
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Object Tracking. IEEE Trans. Image Process. 28(11): 5596-5609 (2019)
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Cemre Zor, Muhammad Awais, Josef Kittler, Miroslaw Bober, Sameed Husain, Qiuqiang Kong, Christian Kroos:
Divergence Based Weighting for Information Channels in Deep Convolutional Neural Networks for Bird Audio Detection. ICASSP 2019: 3052-3056
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Soroush Fatemifar, Shervin Rahimzadeh Arashloo, Muhammad Awais, Josef Kittler:
Spoofing Attack Detection by Anomaly Detection. ICASSP 2019: 8464-8468
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Soroush Fatemifar, Muhammad Awais, Shervin Rahimzadeh Arashloo, Josef Kittler:
Combining Multiple one-class Classifiers for Anomaly based Face Spoofing Attack Detection. ICB 2019: 1-7
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking. ICCV 2019: 7949-7959
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Dawei Du, Yue Zhang, Liefeng Bo, Hailin Shi, Rui Zhu, Bo Han, Chunhui Zhang, Guizhong Liu, Han Wu, Hao Wen, Haoran Wang, Pengfei Zhu, Jiaqing Fan, Jie Chen, Jie Gao, Jie Zhang, Jinghao Zhou, Jinliu Zhou, Jinwang Wang, Jiuqing Wan, Josef Kittler, Kaihua Zhang, Longyin Wen, Kaiqi Huang, Kang Yang, Kangkai Zhang, Lianghua Huang, Lijun Zhou, Lingling Shi, Lu Ding, Ning Wang, Peng Wang, Qintao Hu, Xiao Bian, Robert Laganière, Ruiyan Ma, Ruohan Zhang, Shanrong Zou, Shengwei Zhao, Shengyang Li, Shengyin Zhu, Shikun Li, Shiming Ge, Shiyu Xuan, Haibin Ling, Tianyang Xu, Ting He, Wei Shi, Wei Song, Weiming Hu, Wenhua Zhang, Wenjun Zhu, Xi Yu, Xianhai Wang, Xiaojun Wu, Qinghua Hu, Xiaotong Li, Xiaoxue Li, Xiaoyue Yin, Xin Zhang, Xin Zhao, Xizhe Xue, Xu Lei, Xueyuan Yang, Yanjie Gao, Yanyun Zhao, Jiayu Zheng, Yinda Xu, Ying Li, Yong Wang, Yong Yang, Yuting Yang, Yuxuan Li, Zeyu Wang, Zhen-Hua Feng, Zhipeng Zhang, Zhiyong Yu, Tao Peng, Zhizhao Duan, Zhuojin Sun, Xinyao Wang:
VisDrone-SOT2019: The Vision Meets Drone Single Object Tracking Challenge Results. ICCV Workshops 2019: 199-212
[c415]
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Lei Jiang, Xiao-Jun Wu, Josef Kittler:
Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment. ICCV Workshops 2019: 504-513
[c414]
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Cong Wu, Xiao-Jun Wu, Josef Kittler:
Spatial Residual Layer and Dense Connection Block Enhanced Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition. ICCV Workshops 2019: 1740-1748
[c413]
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Matej Kristan, Amanda Berg, Linyu Zheng, Litu Rout, Luc Van Gool, Luca Bertinetto, Martin Danelljan, Matteo Dunnhofer, Meng Ni, Min Young Kim, Ming Tang, Ming-Hsuan Yang, Abdelrahman Eldesokey, Naveen Paluru, Niki Martinel, Pengfei Xu, Pengfei Zhang, Pengkun Zheng, Pengyu Zhang, Philip H. S. Torr, Qi Zhang, Qiang Wang, Qing Guo, Radu Timofte, Jani Käpylä, Rama Krishna Sai Subrahmanyam Gorthi, Richard M. Everson, Ruize Han, Ruohan Zhang, Shan You, Shao-Chuan Zhao, Shengwei Zhao, Shihu Li, Shikun Li, Shiming Ge, Gustavo Fernández, Shuai Bai, Shuosen Guan, Tengfei Xing, Tianyang Xu, Tianyu Yang, Ting Zhang, Tomás Vojír, Wei Feng, Weiming Hu, Weizhao Wang, Abel Gonzalez-Garcia, Wenjie Tang, Wenjun Zeng, Wenyu Liu, Xi Chen, Xi Qiu, Xiang Bai, Xiao-Jun Wu, Xiaoyun Yang, Xier Chen, Xin Li, Alireza Memarmoghadam, Xing Sun, Xingyu Chen, Xinmei Tian, Xu Tang, Xuefeng Zhu, Yan Huang, Yanan Chen, Yanchao Lian, Yang Gu, Yang Liu, Andong Lu, Yanjie Chen, Yi Zhang, Yinda Xu, Yingming Wang, Yingping Li, Yu Zhou, Yuan Dong, Yufei Xu, Yunhua Zhang, Yunkun Li, Anfeng He, Zeyu Wang, Zhao Luo, Zhaoliang Zhang, Zhen-Hua Feng, Zhenyu He, Zhichao Song, Zhihao Chen, Zhipeng Zhang, Zhirong Wu, Zhiwei Xiong, Zhongjian Huang, Anton Varfolomieiev, Zhu Teng, Zihan Ni, Antoni B. Chan, Jirí Matas, Ardhendu Shekhar Tripathi, Arnold W. M. Smeulders, Bala Suraj Pedasingu, Bao Xin Chen, Baopeng Zhang, Baoyuan Wu, Bi Li, Bin He, Bin Yan, Bing Bai, Ales Leonardis, Bing Li, Bo Li, Byeong Hak Kim, Chao Ma, Chen Fang, Chen Qian, Cheng Chen, Chenglong Li, Chengquan Zhang, Chi-Yi Tsai, Michael Felsberg, Chong Luo, Christian Micheloni, Chunhui Zhang, Dacheng Tao, Deepak Gupta, Dejia Song, Dong Wang, Efstratios Gavves, Eunu Yi, Fahad Shahbaz Khan, Roman P. Pflugfelder, Fangyi Zhang, Fei Wang, Fei Zhao, George De Ath, Goutam Bhat, Guangqi Chen, Guangting Wang, Guoxuan Li, Hakan Cevikalp, Hao Du, Joni-Kristian Kämäräinen, Haojie Zhao, Hasan Saribas, Ho Min Jung, Hongliang Bai, Hongyuan Yu, Houwen Peng, Huchuan Lu, Hui Li, Jiakun Li, Luka Cehovin Zajc, Jianhua Li, Jianlong Fu, Jie Chen, Jie Gao, Jie Zhao, Jin Tang, Jing Li, Jingjing Wu, Jingtuo Liu, Jinqiao Wang, Ondrej Drbohlav, Jinqing Qi, Jinyue Zhang, John K. Tsotsos, Jong Hyuk Lee, Joost van de Weijer, Josef Kittler, Jun Ha Lee, Junfei Zhuang, Kangkai Zhang, Kangkang Wang, Alan Lukezic, Kenan Dai, Lei Chen, Lei Liu, Leida Guo, Li Zhang, Liang Wang, Liangliang Wang, Lichao Zhang, Lijun Wang, Lijun Zhou:
The Seventh Visual Object Tracking VOT2019 Challenge Results. ICCV Workshops 2019: 2206-2241
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Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler:
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework Based Kernel Matrix Representation. ICCV Workshops 2019: 2923-2932
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Lei Jiang, Xiao-Jun Wu, Josef Kittler:
Robust 3D Face Alignment with Efficient Fully Convolutional Neural Networks. ICIG (2) 2019: 266-277
[c410]
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Non-negative Representation Based Discriminative Dictionary Learning for Face Recognition. ICIG (1) 2019: 307-319
[i47]
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Robust One-Class Kernel Spectral Regression. CoRR abs/1902.02208 (2019)
[i46]
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  - journals/corr/abs-1903-05434
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Daqi Liu, Miroslaw Bober, Josef Kittler:
Visual Semantic Information Pursuit: A Survey. CoRR abs/1903.05434 (2019)
[i45]
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Zhe Chen, Xiao-Jun Wu, He-Feng Yin, Josef Kittler:
Low-Rank Discriminative Least Squares Regression for Image Classification. CoRR abs/1903.07832 (2019)
[i44]
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Fisher Discriminative Least Square Regression with Self-Adaptive Weighting for Face Recognition. CoRR abs/1903.07833 (2019)
[i43]
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Non-negative representation based discriminative dictionary learning for face recognition. CoRR abs/1903.07836 (2019)
[i42]
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  - journals/corr/abs-1905-05445
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Zhe Chen, Xiao-Jun Wu, Josef Kittler:
Transition Subspace Learning based Least Squares Regression for Image Classification. CoRR abs/1905.05445 (2019)
[i41]
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  - journals/corr/abs-1905-09173
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Multi-Task Kernel Null-Space for One-Class Classification. CoRR abs/1905.09173 (2019)
[i40]
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  - journals/corr/abs-1907-13242
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Joint Group Feature Selection and Discriminative Filter Learning for Robust Visual Object Tracking. CoRR abs/1907.13242 (2019)
[i39]
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  - journals/corr/abs-1908-01950
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Rui Wang, Xiaojun Wu, Josef Kittler:
Multiple Riemannian Manifold-valued Descriptors based Image Set Classification with Multi-Kernel Metric Learning. CoRR abs/1908.01950 (2019)
[i38]
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  - journals/corr/abs-1908-11821
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Lei Jiang, Xiao-Jun Wu, Josef Kittler:
Dual Attention MobDenseNet(DAMDNet) for Robust 3D Face Alignment. CoRR abs/1908.11821 (2019)
[i37]
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  - journals/corr/abs-1909-07273
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Kai-Xuan Chen, Xiao-Jun Wu, Jie-Yi Ren, Rui Wang, Josef Kittler:
More About Covariance Descriptors for Image Set Coding: Log-Euclidean Framework based Kernel Matrix Representation. CoRR abs/1909.07273 (2019)
[i36]
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  - journals/corr/abs-1909-08797
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Cong Hu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Dual Encoder-Decoder based Generative Adversarial Networks for Disentangled Facial Representation Learning. CoRR abs/1909.08797 (2019)
[i35]
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  - journals/corr/abs-1911-10301
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He-Feng Yin, Xiao-Jun Wu, Josef Kittler, Zhen-Hua Feng:
Learning a Representation with the Block-Diagonal Structure for Pattern Classification. CoRR abs/1911.10301 (2019)
[i34]
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  - journals/corr/abs-1912-02854
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
An Accelerated Correlation Filter Tracker. CoRR abs/1912.02854 (2019)
[i33]
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He-Feng Yin, Xiao-Jun Wu, Josef Kittler:
Face Recognition via Locality Constrained Low Rank Representation and Dictionary Learning. CoRR abs/1912.03145 (2019)
[i32]
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  - journals/corr/abs-1912-11325
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Fei Feng, Xiao-Jun Wu, Tianyang Xu, Josef Kittler, Xuefeng Zhu:
Adaptive Distraction Context Aware Tracking Based on Correlation Filter. CoRR abs/1912.11325 (2019)
2018
[j198]
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Willem P. Koppen, Zhen-Hua Feng, Josef Kittler, Muhammad Awais, William J. Christmas, Xiaojun Wu, He-Feng Yin:
Gaussian mixture 3D morphable face model. Pattern Recognit. 74: 617-628 (2018)
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Josef Kittler, Cemre Zor, Ioannis Kaloskampis, Yulia Hicks, Wenwu Wang:
Error sensitivity analysis of Delta divergence - a novel measure for classifier incongruence detection. Pattern Recognit. 77: 30-44 (2018)
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Jun Wan, Sergio Escalera, Francisco José Perales López, Josef Kittler:
Articulated motion and deformable objects. Pattern Recognit. 79: 55-64 (2018)
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Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, Xiao-Jun Wu:
Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification. IEEE Trans. Inf. Forensics Secur. 13(11): 2734-2745 (2018)
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Zengxi Huang, Zhen-Hua Feng, Fei Yan, Josef Kittler, Xiao-Jun Wu:
Robust Pedestrian Detection for Semi-automatic Construction of a Crowded Person Re-Identification Dataset. AMDO 2018: 63-72
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Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiao-Jun Wu:
Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks. CVPR 2018: 2235-2245
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Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed S. Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhen-Hua Feng, Zhihui Wang, Zhiqun He:
The Sixth Visual Object Tracking VOT2018 Challenge Results. ECCV Workshops (1) 2018: 3-53
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Baris Gecer, Binod Bhattarai, Josef Kittler, Tae-Kyun Kim:
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model. ECCV (11) 2018: 230-248
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Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiao-Jun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch:
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. FG 2018: 780-786
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Josef Kittler, Ioannis Kaloskampis, Cemre Zor, Yang Xu, Yulia Hicks, Wenwu Wang:
Intelligent Signal Processing Mechanisms for Nuanced Anomaly Detection in Action Audio-Visual Data Streams. ICASSP 2018: 6563-6567
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Josef Kittler, Paul Koppen, Philipp Kopp, Patrik Huber, Matthias Rätsch:
Conformal Mapping of a 3D Face Representation onto a 2D Image for CNN Based Face Recognition. ICB 2018: 124-131
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Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler:
Multiple Manifolds Metric Learning with Application to Image Set Classification. ICPR 2018: 627-632
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Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler:
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. ICPR 2018: 651-656
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. ICPR 2018: 958-963
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Tianyang Xu, Xiao-Jun Wu, Josef Kittler:
Non-negative Subspace Representation Learning Scheme for Correlation Filter Based Tracking. ICPR 2018: 1888-1893
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Fei Yan, Josef Kittler, Krystian Mikolajczyk:
Person Re-Identification with Vision and Language. ICPR 2018: 2136-2141
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Hui Li, Xiao-Jun Wu, Josef Kittler:
Infrared and Visible Image Fusion using a Deep Learning Framework. ICPR 2018: 2705-2710
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Zengxi Huang, Zhen-Hua Feng, Josef Kittler, Yiguang Liu:
Improve the Spoofing Resistance of Multimodal Verification with Representation-Based Measures. PRCV (3) 2018: 388-399
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Zhe Chen, Xiaojun Wu, He-Feng Yin, Josef Kittler:
Robust Low-Rank Recovery with a Distance-Measure Structure for Face Recognition. PRICAI 2018: 464-472
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Francisco José Perales López, Josef Kittler:
Articulated Motion and Deformable Objects - 10th International Conference, AMDO 2018, Palma de Mallorca, Spain, July 12-13, 2018, Proceedings. Lecture Notes in Computer Science 10945, Springer 2018, ISBN 978-3-319-94543-9 [contents]
[i31]
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Zhen-Hua Feng, Patrik Huber, Josef Kittler, Peter J. B. Hancock, Xiaojun Wu, Qijun Zhao, Paul Koppen, Matthias Rätsch:
Evaluation of Dense 3D Reconstruction from 2D Face Images in the Wild. CoRR abs/1803.05536 (2018)
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Baris Gecer, Binod Bhattarai, Josef Kittler, Tae-Kyun Kim:
Semi-supervised Adversarial Learning to Generate Photorealistic Face Images of New Identities from 3D Morphable Model. CoRR abs/1804.03675 (2018)
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Hui Li, Xiao-Jun Wu, Josef Kittler:
Infrared and Visible Image Fusion using a Deep Learning Framework. CoRR abs/1804.06992 (2018)
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Yunkun Li, Xiaojun Wu, Josef Kittler:
L1-(2D)2PCANet: A Deep Learning Network for Face Recognition. CoRR abs/1805.10476 (2018)
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Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler:
Multiple Manifolds Metric Learning with Application to Image Set Classification. CoRR abs/1805.11918 (2018)
[i26]
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Kai-Xuan Chen, Xiao-Jun Wu, Rui Wang, Josef Kittler:
Riemannian kernel based Nyström method for approximate infinite-dimensional covariance descriptors with application to image set classification. CoRR abs/1806.06177 (2018)
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. CoRR abs/1806.07155 (2018)
[i24]
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Rui Wang, Xiao-Jun Wu, Kai-Xuan Chen, Josef Kittler:
Grassmannian Discriminant Maps (GDM) for Manifold Dimensionality Reduction with Application to Image Set Classification. CoRR abs/1806.10830 (2018)
[i23]
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Client-Specific Anomaly Detection for Face Presentation Attack Detection. CoRR abs/1807.00848 (2018)
[i22]
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Shervin Rahimzadeh Arashloo, Josef Kittler:
One-Class Kernel Spectral Regression for Outlier Detection. CoRR abs/1807.01085 (2018)
[i21]
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Tianyang Xu, Zhen-Hua Feng, Xiao-Jun Wu, Josef Kittler:
Learning Adaptive Discriminative Correlation Filters via Temporal Consistency Preserving Spatial Feature Selection for Robust Visual Tracking. CoRR abs/1807.11348 (2018)
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Learning Discriminative Hashing Codes for Cross-Modal Retrieval based on Multiorder Statistical Features. CoRR abs/1808.04152 (2018)
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Yu Yanga, Xiao-Jun Wu, Josef Kittler:
Landmark Weighting for 3DMM Shape Fitting. CoRR abs/1808.05399 (2018)
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Lei Jiang, Xiaojun Wu, Josef Kittler:
Pose Invariant 3D Face Reconstruction. CoRR abs/1811.05295 (2018)
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Jun Yu, Xiao-Jun Wu, Josef Kittler:
Discriminative Supervised Hashing for Cross-Modal similarity Search. CoRR abs/1812.07660 (2018)
2017
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Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas:
An Anomaly Detection Approach to Face Spoofing Detection: A New Formulation and Evaluation Protocol. IEEE Access 5: 13868-13882 (2017)
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Moacir Ponti, Josef Kittler, Mateus Riva, Teófilo Emídio de Campos, Cemre Zor:
A decision cognizant Kullback-Leibler divergence. Pattern Recognit. 61: 470-478 (2017)
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Guosheng Hu, Fei Yan, Josef Kittler, William J. Christmas, Chi-Ho Chan, Zhen-Hua Feng, Patrik Huber:
Efficient 3D morphable face model fitting. Pattern Recognit. 67: 366-379 (2017)
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Alvaro Pardo, Josef Kittler:
Special section: CIARP 2015. Pattern Recognit. Lett. 86: 82 (2017)
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Patrik Huber, Philipp Kopp, William J. Christmas, Matthias Rätsch, Josef Kittler:
Real-Time 3D Face Fitting and Texture Fusion on In-the-Wild Videos. IEEE Signal Process. Lett. 24(4): 437-441 (2017)
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Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu:
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. CVPR Workshops 2017: 2106-2115
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Zhen-Hua Feng, Josef Kittler, William J. Christmas, Patrik Huber, Xiaojun Wu:
Dynamic Attention-Controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-Set Sample Weighting. CVPR 2017: 3681-3690
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Moacir Ponti, Tiago S. Nazaré, Josef Kittler:
Optical-flow features empirical mode decomposition for motion anomaly detection. ICASSP 2017: 1403-1407
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Cemre Zor, Josef Kittler:
Maritime anomaly detection in ferry tracks. ICASSP 2017: 2647-2651
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Shervin Rahimzadeh Arashloo, Josef Kittler:
An anomaly detection approach to face spoofing detection: A new formulation and evaluation protocol. IJCB 2017: 80-89
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Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Guodong Guo, Cezary Stankiewicz, Terrance E. Boult:
Unconstrained Face Detection and Open-Set Face Recognition Challenge. IJCB 2017: 697-706
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Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler:
3D Morphable Models as Spatial Transformer Networks. ICCV Workshops 2017: 895-903
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Nazli FarajiDavar, Teofilo de Campos, Josef Kittler:
Adaptive Transductive Transfer Machines: A Pipeline for Unsupervised Domain Adaptation. Domain Adaptation in Computer Vision Applications 2017: 115-132
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Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu:
Face Detection, Bounding Box Aggregation and Pose Estimation for Robust Facial Landmark Localisation in the Wild. CoRR abs/1705.02402 (2017)
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Manuel Günther, Peiyun Hu, Christian Herrmann, Chi-Ho Chan, Min Jiang, Shufan Yang, Akshay Raj Dhamija, Deva Ramanan, Jürgen Beyerer, Josef Kittler, Mohamad Al Jazaery, Mohammad Iqbal Nouyed, Cezary Stankiewicz, Terrance E. Boult:
Unconstrained Face Detection and Open-Set Face Recognition Challenge. CoRR abs/1708.02337 (2017)
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Anil Bas, Patrik Huber, William A. P. Smith, Muhammad Awais, Josef Kittler:
3D Morphable Models as Spatial Transformer Networks. CoRR abs/1708.07199 (2017)
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Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Person Re-Identification with Vision and Language. CoRR abs/1710.01202 (2017)
[i12]
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Zhen-Hua Feng, Josef Kittler, Muhammad Awais, Patrik Huber, Xiaojun Wu:
Wing Loss for Robust Facial Landmark Localisation with Convolutional Neural Networks. CoRR abs/1711.06753 (2017)
2016
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Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane:
Multi-label classification using stacked spectral kernel discriminant analysis. Neurocomputing 171: 127-137 (2016)
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Elisavet Chatzilari, Spiros Nikolopoulos, Yiannis Kompatsiaris, Josef Kittler:
SALIC: Social Active Learning for Image Classification. IEEE Trans. Multim. 18(8): 1488-1503 (2016)
[j187]
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Volkan Kilic, Mark Barnard, Wenwu Wang, Adrian Hilton, Josef Kittler:
Mean-Shift and Sparse Sampling-Based SMC-PHD Filtering for Audio Informed Visual Speaker Tracking. IEEE Trans. Multim. 18(12): 2417-2431 (2016)
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Josef Kittler, Patrik Huber, Zhen-Hua Feng, Guosheng Hu, William J. Christmas:
3D Morphable Face Models and Their Applications. AMDO 2016: 185-206
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Guosheng Hu, Fei Yan, Chi-Ho Chan, Weihong Deng, William J. Christmas, Josef Kittler, Neil Martin Robertson:
Face Recognition Using a Unified 3D Morphable Model. ECCV (8) 2016: 73-89
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Willem P. Koppen, William J. Christmas, D. J. M. Crouch, Walter F. Bodmer, Josef Kittler:
Extending non-negative matrix factorisation to 3D registered data. ICB 2016: 1-8
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Cemre Zor, Berrin A. Yanikoglu, Erinc Merdivan, Terry Windeatt, Josef Kittler, Ethem Alpaydin:
BeamECOC: A local search for the optimization of the ECOC matrix. ICPR 2016: 198-203
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Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Generating commentaries for tennis videos. ICPR 2016: 2658-2663
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Patrik Huber, William J. Christmas, Adrian Hilton, Josef Kittler, Matthias Rätsch:
Real-time 3D face super-resolution from monocular in-the-wild videos. SIGGRAPH Posters 2016: 67:1-67:2
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Patrik Huber, Guosheng Hu, Jose Rafael Tena, Pouria Mortazavian, Willem P. Koppen, William J. Christmas, Matthias Rätsch, Josef Kittler:
A Multiresolution 3D Morphable Face Model and Fitting Framework. VISIGRAPP (4: VISAPP) 2016: 79-86
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Francisco José Perales López, Josef Kittler:
Articulated Motion and Deformable Objects - 9th International Conference, AMDO 2016, Palma de Mallorca, Spain, July 13-15, 2016, Proceedings. Lecture Notes in Computer Science 9756, Springer 2016, ISBN 978-3-319-41777-6 [contents]
[i11]
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Josef Kittler, Cemre Zor:
Delta divergence: A novel decision cognizant measure of classifier incongruence. CoRR abs/1604.04451 (2016)
[i10]
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Patrik Huber, Philipp Kopp, Matthias Rätsch, William J. Christmas, Josef Kittler:
3D Face Tracking and Texture Fusion in the Wild. CoRR abs/1605.06764 (2016)
[i9]
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Xiaoning Song, Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William J. Christmas, Xiaojun Wu:
Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification. CoRR abs/1611.00284 (2016)
[i8]
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Zhen-Hua Feng, Josef Kittler, William J. Christmas, Patrik Huber, Xiaojun Wu:
Dynamic Attention-controlled Cascaded Shape Regression Exploiting Training Data Augmentation and Fuzzy-set Sample Weighting. CoRR abs/1611.05396 (2016)
[i7]
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Zhen-Hua Feng, Josef Kittler, William J. Christmas, Xiaojun Wu:
A Unified Tensor-based Active Appearance Face Model. CoRR abs/1612.09548 (2016)
2015
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David Windridge, Josef Kittler, Fei Yan, William J. Christmas, Aftab Khan:
A Novel Markov Logic Rule Induction Strategy for Characterizing Sports Video Footage. IEEE Multim. 22(2): 24-35 (2015)
[j185]
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Norman Poh, Josef Kittler, Chi-Ho Chan, Medha Pandit:
Algorithm to estimate biometric performance change over time. IET Biom. 4(4): 236-245 (2015)
[j184]
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Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, Faik Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim:
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20(1): 237-248 (2015)
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Chi-Ho Chan, Fei Yan, Josef Kittler, Krystian Mikolajczyk:
Full ranking as local descriptor for visual recognition: A comparison of distance metrics on s_n. Pattern Recognit. 48(4): 1328-1336 (2015)
[j182]
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Zhen-Hua Feng, Patrik Huber, Josef Kittler, William J. Christmas, Xiaojun Wu:
Random Cascaded-Regression Copse for Robust Facial Landmark Detection. IEEE Signal Process. Lett. 22(1): 76-80 (2015)
[j181]
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Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas:
Face Spoofing Detection Based on Multiple Descriptor Fusion Using Multiscale Dynamic Binarized Statistical Image Features. IEEE Trans. Inf. Forensics Secur. 10(11): 2396-2407 (2015)
[j180]
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Zhen-Hua Feng, Guosheng Hu, Josef Kittler, William J. Christmas, Xiaojun Wu:
Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting. IEEE Trans. Image Process. 24(11): 3425-3440 (2015)
[j179]
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Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler:
Audio Assisted Robust Visual Tracking With Adaptive Particle Filtering. IEEE Trans. Multim. 17(2): 186-200 (2015)
[c380]
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J. Ross Beveridge, Hao Zhang, Bruce A. Draper, Patrick J. Flynn, Zhen-Hua Feng, Patrik Huber, Josef Kittler, Zhiwu Huang, Shaoxin Li, Yan Li, Meina Kan, Ruiping Wang, Shiguang Shan, Xilin Chen, Haoxiang Li, Gang Hua, Vitomir Struc, Janez Krizaj, Changxing Ding, Dacheng Tao, P. Jonathon Phillips:
Report on the FG 2015 Video Person Recognition Evaluation. FG 2015: 1-8
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B. H. Shekar, R. K. Bharathi, Josef Kittler, Yury Vizilter, Leonid M. Mestetskiy:
Grid structured morphological pattern spectrum for off-line signature verification. ICB 2015: 430-435
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Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William J. Christmas, Stan Z. Li, Timothy M. Hospedales:
When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition. ICCV Workshops 2015: 384-392
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Patrik Huber, Zhen-Hua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch:
Fitting 3D Morphable Face Models using local features. ICIP 2015: 1195-1199
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Volkan Kilic, Mark Barnard, Wenwu Wang, Adrian Hilton, Josef Kittler:
Audio informed visual speaker tracking with SMC-PHD filter. ICME 2015: 1-6
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B. H. Shekar, Bharathi Pilar, Josef Kittler:
An unification of Inner Distance Shape Context and Local Binary Pattern for Shape Representation and Classification. PerMIn 2015: 46-55
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Alvaro Pardo, Josef Kittler:
Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 20th Iberoamerican Congress, CIARP 2015, Montevideo, Uruguay, November 9-12, 2015, Proceedings. Lecture Notes in Computer Science 9423, Springer 2015, ISBN 978-3-319-25750-1 [contents]
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Friedhelm Schwenker, Fabio Roli, Josef Kittler:
Multiple Classifier Systems - 12th International Workshop, MCS 2015, Günzburg, Germany, June 29 - July 1, 2015, Proceedings. Lecture Notes in Computer Science 9132, Springer 2015, ISBN 978-3-319-20247-1 [contents]
[i6]
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Patrik Huber, Zhen-Hua Feng, William J. Christmas, Josef Kittler, Matthias Rätsch:
Fitting 3D Morphable Models using Local Features. CoRR abs/1503.02330 (2015)
[i5]
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Guosheng Hu, Yongxin Yang, Dong Yi, Josef Kittler, William J. Christmas, Stan Z. Li, Timothy M. Hospedales:
When Face Recognition Meets with Deep Learning: an Evaluation of Convolutional Neural Networks for Face Recognition. CoRR abs/1504.02351 (2015)
2014
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Fei Yan, Josef Kittler, David Windridge, William J. Christmas, Krystian Mikolajczyk, Stephen J. Cox, Qiang Huang:
Automatic annotation of tennis games: An integration of audio, vision, and learning. Image Vis. Comput. 32(11): 896-903 (2014)
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Josef Kittler, William J. Christmas, Teofilo de Campos, David Windridge, Fei Yan, John Illingworth, Magda Osman:
Domain Anomaly Detection in Machine Perception: A System Architecture and Taxonomy. IEEE Trans. Pattern Anal. Mach. Intell. 36(5): 845-859 (2014)
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Norman Poh, Arun Ross, Weifeng Li, Josef Kittler:
Corrigendum to "A user-specific and selective multimodal biometric fusion strategy by ranking subjects" [Pattern Recognition 46 (2013) 3341-3357]. Pattern Recognit. 47(1): 493 (2014)
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Violet Snell, William J. Christmas, Josef Kittler:
HEp-2 fluorescence pattern classification. Pattern Recognit. 47(7): 2338-2347 (2014)
[j174]
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Edwin R. Hancock, Josef Kittler:
Celebrating the life and work of Maria Petrou. Pattern Recognit. Lett. 48: 1 (2014)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Fast pose invariant face recognition using super coupled multiresolution Markov Random Fields on a GPU. Pattern Recognit. Lett. 48: 49-59 (2014)
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Aftab Khan, David Windridge, Josef Kittler:
Multilevel Chinese Takeaway Process and Label-Based Processes for Rule Induction in the Context of Automated Sports Video Annotation. IEEE Trans. Cybern. 44(10): 1910-1923 (2014)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Class-Specific Kernel Fusion of Multiple Descriptors for Face Verification Using Multiscale Binarised Statistical Image Features. IEEE Trans. Inf. Forensics Secur. 9(12): 2100-2109 (2014)
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Mark Barnard, Peter Koniusz, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers:
Robust Multi-Speaker Tracking via Dictionary Learning and Identity Modeling. IEEE Trans. Multim. 16(3): 864-880 (2014)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Dynamic Texture Recognition Using Multiscale Binarized Statistical Image Features. IEEE Trans. Multim. 16(8): 2099-2109 (2014)
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Nazli FarajiDavar, Teofilo de Campos, Josef Kittler:
Transductive Transfer Machine. ACCV (3) 2014: 623-639
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Nazli FarajiDavar, Teófilo Emídio de Campos, Josef Kittler:
Adaptive Transductive Transfer Machine. BMVC 2014
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Norman Poh, Josef Kittler, Ajita Rattani:
Handling session mismatch by fusion-based co-training: An empirical study using face and speech multimodal biometrics. CIBIM 2014: 81-86
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Volkan Kilic, Xionghu Zhong, Mark Barnard, Wenwu Wang, Josef Kittler:
Audio-visual tracking of a variable number of speakers with a random finite set approach. FUSION 2014: 1-7
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Guosheng Hu, Chi-Ho Chan, Fei Yan, William J. Christmas, Josef Kittler:
Robust face recognition by an albedo based 3D morphable model. IJCB 2014: 1-8
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Elisavet Chatzilari, Spiros Nikolopoulos, Yiannis Kompatsiaris, Josef Kittler:
How many more images do we need? Performance prediction of bootstrapping for image classification. ICIP 2014: 4256-4260
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Josef Kittler:
Classifier Incongruence Detection for Anomaly Flagging in Machine Perception. ICPRAM 2014: IS-7
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Peter Poschmann, Patrik Huber, Matthias Rätsch, Josef Kittler, Hans-Joachim Böhme:
Fusion of Tracking Techniques to Enhance Adaptive Real-time Tracking of Arbitrary Objects. IHCI 2014: 162-165
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Elisavet Chatzilari, Spiros Nikolopoulos, Yiannis Kompatsiaris, Josef Kittler:
Towards modelling visual ambiguity for visual object detection. I-KNOW 2014: 4:1-4:7
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Dalia Coppi, Teofilo de Campos, Fei Yan, Josef Kittler, Rita Cucchiara:
On detection of novel categories and subcategories of images using incongruence. ICMR 2014: 337
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Elisavet Chatzilari, Spiros Nikolopoulos, Yiannis Kompatsiaris, Josef Kittler:
Active Learning in Social Context for Image Classification. VISAPP (2) 2014: 76-85
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Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, Faik Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim:
Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR abs/1411.5825 (2014)
2013
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Heydi Mendez Vazquez, Josef Kittler, Chi-Ho Chan, Edel B. García Reyes:
Photometric Normalization for Face Recognition using Local discrete cosine Transform. Int. J. Pattern Recognit. Artif. Intell. 27(3) (2013)
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Chi-Ho Chan, Muhammad Atif Tahir, Josef Kittler, Matti Pietikäinen:
Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 35(5): 1164-1177 (2013)
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Norman Poh, Arun Ross, Weifeng Lee, Josef Kittler:
A user-specific and selective multimodal biometric fusion strategy by ranking subjects. Pattern Recognit. 46(12): 3341-3357 (2013)
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Muhammad Atif Tahir, Fei Yan, Peter Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk, Ahmed Bouridane, Josef Kittler:
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. IEEE Trans. Multim. 15(7): 1653-1664 (2013)
[j164]
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Qingju Liu, Wenwu Wang, Philip J. B. Jackson, Mark Barnard, Josef Kittler, Jonathon A. Chambers:
Source Separation of Convolutive and Noisy Mixtures Using Audio-Visual Dictionary Learning and Probabilistic Time-Frequency Masking. IEEE Trans. Signal Process. 61(22): 5520-5535 (2013)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Efficient processing of MRFs for unconstrained-pose face recognition. BTAS 2013: 1-8
[c362]
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Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler:
Adaptive particle filtering approach to audio-visual tracking. EUSIPCO 2013: 1-5
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Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers:
Audio-visual face detection for tracking in a meeting room environment. FUSION 2013: 1222-1227
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Volkan Kilic, Mark Barnard, Wenwu Wang, Josef Kittler:
Audio constrained particle filter based visual tracking. ICASSP 2013: 3627-3631
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Mark Barnard, Wenwu Wang, Josef Kittler:
Audio head pose estimation using the direct to reverberant speech ratio. ICASSP 2013: 8056-8060
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Guosheng Hu, Pouria Mortazavian, Josef Kittler, William J. Christmas:
A facial symmetry prior for improved illumination fitting of 3D morphable model. ICB 2013: 1-6
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Zhen-Hua Feng, Josef Kittler, William J. Christmas, Xiaojun Wu:
Feature Level Multiple Model Fusion Using Multilinear Subspace Analysis with Incomplete Training Set and Its Application to Face Image Analysis. MCS 2013: 73-84
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Muhammad Atif Tahir, Ahmed Bouridane, Josef Kittler:
Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification. MCS 2013: 283-294
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Cemre Zor, Terry Windeatt, Josef Kittler:
ECOC Matrix Pruning Using Accuracy Information. MCS 2013: 386-397
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Cemre Zor, Terry Windeatt, Josef Kittler:
ECOC pruning using accuracy, diversity and Hamming distance information. SIU 2013: 1-4
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Chi-Ho Chan, Josef Kittler, Norman Poh:
State-of-the-Art LBP Descriptor for Face Recognition. Local Binary Patterns 2013: 191-217
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Zhi-Hua Zhou, Fabio Roli, Josef Kittler:
Multiple Classifier Systems, 11th International Workshop, MCS 2013, Nanjing, China, May 15-17, 2013. Proceedings. Lecture Notes in Computer Science 7872, Springer 2013, ISBN 978-3-642-38066-2 [contents]
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Michal Haindl, Josef Kittler:
Image Understanding - Introduction to the Special Theme. ERCIM News 2013(95) (2013)
2012
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Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir:
Non-Sparse Multiple Kernel Fisher Discriminant Analysis. J. Mach. Learn. Res. 13: 607-642 (2012)
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Norman Poh, Josef Kittler:
A Unified Framework for Biometric Expert Fusion Incorporating Quality Measures. IEEE Trans. Pattern Anal. Mach. Intell. 34(1): 3-18 (2012)
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Muhammad Atif Tahir, Josef Kittler, Fei Yan:
Inverse random under sampling for class imbalance problem and its application to multi-label classification. Pattern Recognit. 45(10): 3738-3750 (2012)
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Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane:
Multilabel classification using heterogeneous ensemble of multi-label classifiers. Pattern Recognit. Lett. 33(5): 513-523 (2012)
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Panagiotis Sidiropoulos, Vasileios Mezaris, Ioannis Kompatsiaris, Josef Kittler:
Differential Edit Distance: A Metric for Scene Segmentation Evaluation. IEEE Trans. Circuits Syst. Video Technol. 22(6): 904-914 (2012)
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Chi-Ho Chan, Budhaditya Goswami, Josef Kittler, William J. Christmas:
Local Ordinal Contrast Pattern Histograms for Spatiotemporal, Lip-Based Speaker Authentication. IEEE Trans. Inf. Forensics Secur. 7(2): 602-612 (2012)
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Amin Merati, Norman Poh, Josef Kittler:
User-Specific Cohort Selection and Score Normalization for Biometric Systems. IEEE Trans. Inf. Forensics Secur. 7(4): 1270-1277 (2012)
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Guosheng Hu, Chi-Ho Chan, Josef Kittler, Bill Christmas:
Resolution-Aware 3D Morphable Model. BMVC 2012: 1-10
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Mark Barnard, Wenwu Wang, Josef Kittler, Syed Mohsen Naqvi, Jonathon A. Chambers:
A dictionary learning approach to tracking. ICASSP 2012: 981-984
[c351]
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Pouria Mortazavian, Josef Kittler, William J. Christmas:
3D morphable model fitting for low-resolution facial images. ICB 2012: 132-138
[c350]
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Chi-Ho Chan, Josef Kittler:
Blur kernel estimation to improve recognition of blurred faces. ICIP 2012: 1989-1992
[c349]
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Christopher McCool, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen, Pavel Matejka, Jan Cernocký, Norman Poh, Josef Kittler, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Philip A. Tresadern, Timothy F. Cootes:
Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. ICME Workshops 2012: 635-640
[c348]
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Norman Poh, Josef Kittler, Fuad M. Alkoot:
A discriminative parametric approach to video-based score-level fusion for biometric authentication. ICPR 2012: 2335-2338
[c347]
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Zhen-Hua Feng, Josef Kittler, William J. Christmas, Xiaojun Wu, Sebastian Pfeiffer:
Automatic face annotation by multilinear AAM with Missing Values. ICPR 2012: 2586-2589
[c346]
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W. P. Koppen, Chi-Ho Chan, William J. Christmas, Josef Kittler:
An intrinsic coordinate system for 3D face registration. ICPR 2012: 2740-2743
[c345]
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Fei Yan, Josef Kittler, Krystian Mikolajczyk, David Windridge:
Automatic annotation of court games with structured output learning. ICPR 2012: 3577-3580
[c344]
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Violet Snell, William J. Christmas, Josef Kittler:
Texture and shape in fluorescence pattern identification for auto-immune disease diagnosis. ICPR 2012: 3750-3753
[c343]
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Elisavet Chatzilari, Spiros Nikolopoulos, Yiannis Kompatsiaris, Josef Kittler:
Multi-modal region selection approach for training object detectors. ICMR 2012: 5
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Ibrahim Almajai, Fei Yan, Teofilo de Campos, Aftab Khan, William J. Christmas, David Windridge, Josef Kittler:
Anomaly Detection and Knowledge Transfer in Automatic Sports Video Annotation. Detection and Identification of Rare Audiovisual Cues 2012: 109-117
2011
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Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas:
Pose-invariant face recognition by matching on multi-resolution MRFs linked by supercoupling transform. Comput. Vis. Image Underst. 115(7): 1073-1083 (2011)
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Tae-Kyun Kim, Björn Stenger, Josef Kittler, Roberto Cipolla:
Incremental Linear Discriminant Analysis Using Sufficient Spanning Sets and Its Applications. Int. J. Comput. Vis. 91(2): 216-232 (2011)
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Energy Normalization for Pose-Invariant Face Recognition Based on MRF Model Image Matching. IEEE Trans. Pattern Anal. Mach. Intell. 33(6): 1274-1280 (2011)
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Qiang Huang, Stephen J. Cox, Fei Yan, Teofilo de Campos, David Windridge, Josef Kittler, William J. Christmas:
Improved detection of ball hit events in a tennis game using multimodal information. AVSP 2011: 127-130
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Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Augmented Kernel Matrix vs Classifier Fusion for Object Recognition. BMVC 2011: 1-11
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Budhaditya Goswami, Chi-Ho Chan, Josef Kittler, William J. Christmas:
Speaker authentication using video-based lip information. ICASSP 2011: 1908-1911
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Norman Poh, Amin Merati, Josef Kittler:
Heterogeneous information fusion: A novel fusion paradigm for biometric systems. IJCB 2011: 1-8
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Nazli FarajiDavar, Teofilo de Campos, Josef Kittler, Fei Yan:
Transductive transfer learning for action recognition in tennis games. ICCV Workshops 2011: 1548-1553
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Debaditya Goswami, Chi-Ho Chan, David Windridge, Josef Kittler:
Evaluation of face recognition system in heterogeneous environments (visible vs NIR). ICCV Workshops 2011: 2160-2167
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Muhammad Atif Tahir, Chi-Ho Chan, Josef Kittler, Ahmed Bouridane:
Face recognition using multi-scale local phase quantisation and Linear Regression Classifier. ICIP 2011: 765-768
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Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Two-Stage Augmented Kernel Matrix for Object Recognition. MCS 2011: 137-146
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Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval. MCS 2011: 147-156
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Josef Kittler, Norman Poh, Amin Merati:
Cohort Based Approach to Multiexpert Class Verification. MCS 2011: 319-329
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Chi-Ho Chan, Budhaditya Goswami, Josef Kittler, William J. Christmas:
Kernel-based Speaker Verification Using Spatiotemporal Lip Information. MVA 2011: 422-425
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Muhammad Awais, Fei Yan, Krystian Mikolajczyk, Josef Kittler:
Novel Fusion Methods for Pattern Recognition. ECML/PKDD (1) 2011: 140-155
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Vahid Sedighi, Mohammad T. Sadeghi, Josef Kittler:
A Comparative Study of Different Classifier Selection and Fusion Algorithms in a Multimodal Identity Verification System. VISAPP 2011: 372-377
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Teofilo de Campos, Mark Barnard, Krystian Mikolajczyk, Josef Kittler, Fei Yan, William J. Christmas, David Windridge:
An evaluation of bags-of-words and spatio-temporal shapes for action recognition. WACV 2011: 344-351
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Carlo Sansone, Josef Kittler, Fabio Roli:
Multiple Classifier Systems - 10th International Workshop, MCS 2011, Naples, Italy, June 15-17, 2011. Proceedings. Lecture Notes in Computer Science 6713, Springer 2011, ISBN 978-3-642-21556-8 [contents]
2010
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José Arturo Olvera-López, Jesús Ariel Carrasco-Ochoa, José Francisco Martínez Trinidad, Josef Kittler:
A review of instance selection methods. Artif. Intell. Rev. 34(2): 133-143 (2010)
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Mohammad T. Sadeghi, Masoumeh Samiei, Josef Kittler:
Fusion of PCA-Based and LDA-Based Similarity Measures for Face Verification. EURASIP J. Adv. Signal Process. 2010 (2010)
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Thirimachos Bourlai, Josef Kittler, Kieron Messer:
On design and optimization of face verification systems that are smart-card based. Mach. Vis. Appl. 21(5): 695-711 (2010)
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Javier Ortega-Garcia, Julian Fiérrez, Fernando Alonso-Fernandez, Javier Galbally, Manuel R. Freire, Joaquin Gonzalez-Rodriguez, Carmen García-Mateo, José Luis Alba-Castro, Elisardo González-Agulla, Enrique Otero Muras, Sonia Garcia-Salicetti, Lorène Allano, Van-Bao Ly, Bernadette Dorizzi, Josef Kittler, Thirimachos Bourlai, Norman Poh, Farzin Deravi, Ming W. R. Ng, Michael C. Fairhurst, Jean Hennebert, Andreas Humm, Massimo Tistarelli, Linda Brodo, Jonas Richiardi, Andrzej Drygajlo, Harald Ganster, Federico Sukno, Sri-Kaushik Pavani, Alejandro F. Frangi, Lale Akarun, Arman Savran:
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB). IEEE Trans. Pattern Anal. Mach. Intell. 32(6): 1097-1111 (2010)
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Norman Poh, Thirimachos Bourlai, Josef Kittler:
A multimodal biometric test bed for quality-dependent, cost-sensitive and client-specific score-level fusion algorithms. Pattern Recognit. 43(3): 1094-1105 (2010)
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Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Chris McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen:
An Evaluation of Video-to-Video Face Verification. IEEE Trans. Inf. Forensics Secur. 5(4): 781-801 (2010)
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Tae-Kyun Kim, Josef Kittler, Roberto Cipolla:
On-line Learning of Mutually Orthogonal Subspaces for Face Recognition by Image Sets. IEEE Trans. Image Process. 19(4): 1067-1074 (2010)
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Norman Poh, Josef Kittler, Thirimachos Bourlai:
Quality-Based Score Normalization With Device Qualitative Information for Multimodal Biometric Fusion. IEEE Trans. Syst. Man Cybern. Part A 40(3): 539-554 (2010)
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Shervin Rahimzadeh Arashloo, Josef Kittler, William J. Christmas:
Facial feature localization using graph matching with higher order statistical shape priors and global optimization. BTAS 2010: 1-8
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Budhaditya Goswami, Chi-Ho Chan, Josef Kittler, Bill Christmas:
Local Ordinal Contrast Pattern histograms for spatiotemporal, lip-based speaker authentication. BTAS 2010: 1-6
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Amin Merati, Norman Poh, Josef Kittler:
Extracting discriminative information from cohort models. BTAS 2010: 1-6
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Rita Wong, Norman Poh, Josef Kittler, David M. Frohlich:
Interactive quality-driven feedback for biometric systems. BTAS 2010: 1-7
[c324]
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Heydi Mendez Vazquez, Josef Kittler, Chi-Ho Chan, Edel B. García Reyes:
On Combining Local DCT with Preprocessing Sequence for Face Recognition under Varying Lighting Conditions. CIARP 2010: 410-417
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Norman Poh, Josef Kittler, Ajita Rattani, Massimo Tistarelli:
Group-specific score normalization for biometric systems. CVPR Workshops 2010: 38-45
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Fei Yan, Krystian Mikolajczyk, Mark Barnard, Hongping Cai, Josef Kittler:
lp norm multiple kernel Fisher discriminant analysis for object and image categorisation. CVPR 2010: 3626-3632
[c321]
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Ibrahim Almajai, Josef Kittler, Teofilo de Campos, William J. Christmas, Fei Yan, David Windridge, Aftab Khan:
Ball event recognition using hmm for automatic tennis annotation. ICIP 2010: 1509-1512
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Chi-Ho Chan, Josef Kittler:
Sparse representation of (Multiscale) histograms for face recognition robust to registration and illumination problems. ICIP 2010: 2441-2444
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Seyed Mohammad Mavadati, Mohammad T. Sadeghi, Josef Kittler:
Fusion of visible and synthesised near infrared information for face authentication. ICIP 2010: 3801-3804
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Fei Yan, Josef Kittler, Krystian Mikolajczyk:
Multiple kernel learning and feature space denoising. ICMLC 2010: 1771-1776
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Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler:
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Contests 2010: 162-170
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Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes:
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests 2010: 210-225
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Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler:
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR 2010: 850-853
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Norman Poh, Josef Kittler, Sébastien Marcel, Driss Matrouf, Jean-François Bonastre:
Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions. ICPR 2010: 1229-1232
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Aftab Khan, David Windridge, Teofilo de Campos, Josef Kittler, William J. Christmas:
Lattice-Based Anomaly Rectification for Sport Video Annotation. ICPR 2010: 4372-4375
[c312]
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Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan:
Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers. MCS 2010: 11-21
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Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir:
Combining Multiple Kernels by Augmenting the Kernel Matrix. MCS 2010: 175-184
[c310]
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Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir:
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition. SSPR/SPR 2010: 718-727
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José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler:
Advances in Pattern Recognition - Second Mexican Conference on Pattern Recognition, MCPR 2010, Puebla, Mexico, September 27-29, 2010. Proceedings. Lecture Notes in Computer Science 6256, Springer 2010, ISBN 978-3-642-15991-6 [contents]
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Neamat El Gayar, Josef Kittler, Fabio Roli:
Multiple Classifier Systems, 9th International Workshop, MCS 2010, Cairo, Egypt, April 7-9, 2010. Proceedings. Lecture Notes in Computer Science 5997, Springer 2010, ISBN 978-3-642-12126-5 [contents]

2000 – 2009

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2009
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José Arturo Olvera-López, José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler:
Prototype selection based on sequential search. Intell. Data Anal. 13(4): 599-631 (2009)
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Mikhail Shevchenko, David Windridge, Josef Kittler:
A linear-complexity reparameterisation strategy for the hierarchical bootstrapping of capabilities within perception-action architectures. Image Vis. Comput. 27(11): 1702-1714 (2009)
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Thirimachos Bourlai, Josef Kittler, Kieron Messer:
Designing a smart-card-based face verification system: empirical investigation. Mach. Vis. Appl. 20(4): 225-242 (2009)
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Lorenzo Granai, Jose Rafael Tena, Miroslav Hamouz, Josef Kittler:
Influence of compression on 3D face recognition. Pattern Recognit. Lett. 30(8): 745-750 (2009)
[j141]
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Norman Poh, Thirimachos Bourlai, Josef Kittler, Lorène Allano, Fernando Alonso-Fernandez, Onkar Ambekar, John P. Baker, Bernadette Dorizzi, Omolara Fatukasi, Julian Fiérrez-Aguilar, Harald Ganster, Javier Ortega-Garcia, Donald E. Maurer, Albert Ali Salah, Tobias Scheidat, Claus Vielhauer:
Benchmarking quality-dependent and cost-sensitive score-level multimodal biometric fusion algorithms. IEEE Trans. Inf. Forensics Secur. 4(4): 849-866 (2009)
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Peter J. B. Hancock, Alex H. McIntyre, Josef Kittler:
Caricaturing to Improve Face Matching. BLISS 2009: 49
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Hierarchical Image Matching for Pose-invariant Face Recognition. BMVC 2009: 1-11
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Pouria Mortazavian, Josef Kittler, William J. Christmas:
3D-assisted Facial Texture Super-Resolution. BMVC 2009: 1-11
[c306]
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Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk:
Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification. CBMI 2009: 1-6
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Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir:
A Comparison of L₁ Norm and L₂ Norm Multiple Kernel SVMs in Image and Video Classification. CBMI 2009: 7-12
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Shervin Rahimzadeh Arashloo, Josef Kittler:
Pose-Invariant Face Matching Using MRF Energy Minimization Framework. EMMCVPR 2009: 56-69
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Norman Poh, Amin Merati, Josef Kittler:
Making better biometric decisions with quality and cohort information: A case study in fingerprint verification. EUSIPCO 2009: 70-74
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Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk:
Concept learning for image and video retrieval: The inverse random under sampling approach. EUSIPCO 2009: 574-578
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Budhaditya Goswami, William J. Christmas, Josef Kittler:
Robust Statistical Estimation Applied to Automatic Lip Segmentation. IbPRIA 2009: 200-207
[c300]
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Heydi Mendez Vazquez, César San Martín, Josef Kittler, Yenisel Plasencia, Edel B. García Reyes:
Face Recognition with LWIR Imagery Using Local Binary Patterns. ICB 2009: 327-336
[c299]
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Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Christopher McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen:
Face Video Competition. ICB 2009: 715-724
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Norman Poh, Rita Wong, Josef Kittler, Fabio Roli:
Challenges and Research Directions for Adaptive Biometric Recognition Systems. ICB 2009: 753-764
[c297]
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Norman Poh, Josef Kittler:
A Biometric Menagerie Index for Characterising Template/Model-Specific Variation. ICB 2009: 816-827
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Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan, Koen E. A. van de Sande, Theo Gevers:
Visual category recognition using Spectral Regression and Kernel Discriminant Analysis. ICCV Workshops 2009: 178-185
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Chi-Ho Chan, Josef Kittler, Norman Poh, Timo Ahonen, Matti Pietikäinen:
(Multiscale) Local Phase Quantisation histogram discriminant analysis with score normalisation for robust face recognition. ICCV Workshops 2009: 633-640
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Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir:
Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. ICDM 2009: 1064-1069
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Fahimeh Salimi, Mohammad T. Sadeghi, Mohammad Shahram Moin, Josef Kittler:
Face Verification Using Colour Kernels. ICIAR 2009: 522-531
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Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan:
A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. MCS 2009: 82-91
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Ingrid Visentini, Josef Kittler, Gian Luca Foresti:
Diversity-Based Classifier Selection for Adaptive Object Tracking. MCS 2009: 438-447
[c290]
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Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jasper R. R. Uijlings, M. van Liempt, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Miguel M. F. Bugalho, Isabel Trancoso, F. Yan, M. A. Tahir, Krystian Mikolajczyk, Josef Kittler:
The MediaMill TRECVID 2009 Semantic Video Search Engine. TRECVID 2009
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Jón Atli Benediktsson, Josef Kittler, Fabio Roli:
Multiple Classifier Systems, 8th International Workshop, MCS 2009, Reykjavik, Iceland, June 10-12, 2009. Proceedings. Lecture Notes in Computer Science 5519, Springer 2009, ISBN 978-3-642-02325-5 [contents]
2008
[j140]
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Marco Loog, Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler:
A note on an extreme case of the generalized optimal discriminant transformation. Neurocomputing 72(1-3): 664-665 (2008)
[j139]
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Fei Yan, William J. Christmas, Josef Kittler:
Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences. IEEE Trans. Pattern Anal. Mach. Intell. 30(10): 1814-1830 (2008)
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Myung-Cheol Roh, William J. Christmas, Josef Kittler, Seong-Whan Lee:
Gesture spotting for low-resolution sports video annotation. Pattern Recognit. 41(3): 1124-1137 (2008)
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Norman Poh, Josef Kittler:
Incorporating Model-Specific Score Distribution in Speaker Verification Systems. IEEE Trans. Speech Audio Process. 16(3): 594-606 (2008)
[j136]
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Jarmo Ilonen, Joni-Kristian Kamarainen, Pekka Paalanen, Miroslav Hamouz, Josef Kittler, Heikki Kälviäinen:
Image Feature Localization by Multiple Hypothesis Testing of Gabor Features. IEEE Trans. Image Process. 17(3): 311-325 (2008)
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Josef Kittler, David Windridge, Debaditya Goswami:
Subsurface scattering deconvolution for improved NIR-visible facial image correlation. FG 2008: 1-6
[c288]
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Norman Poh, Josef Kittler:
A family of methods for quality-based multimodal biometric fusion using generative classifiers. ICARCV 2008: 1162-1167
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Pavel Krízek, Josef Kittler, Václav Hlavác:
Feature condensing algorithm for feature selection. ICPR 2008: 1-4
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Norman Poh, Josef Kittler:
On using error bounds to optimize cost-sensitive multimodal biometric authentication. ICPR 2008: 1-4
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David Windridge, Mikhail Shevchenko, Josef Kittler:
An Entropy-Based Approach to the Hierarchical Acquisition of Perception-Action Capabilities. ICVW 2008: 79-92
[c284]
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Mohammad T. Sadeghi, Masoumeh Samiei, Josef Kittler:
Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines. SSPR/SPR 2008: 479-488
[c283]
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Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan C. van Gemert, Jasper R. R. Uijlings, Jiyin He, Xirong Li, Ivo Everts, Vladimir Nedovic, M. van Liempt, Richard van Balen, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Fei Yan, Muhammad Atif Tahir, Krystian Mikolajczyk, Josef Kittler:
The MediaMill TRECVID 2008 Semantic Video Search Engine. TRECVID 2008
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Mohammad Sadeghi, Masoumeh Samiei, Seyed Mohammad T. Almodarresi, Josef Kittler:
Similarity Measures Fusion Using SVM Classifier for Face Authentication. VISAPP (2) 2008: 105-110
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David Windridge, Josef Kittler:
Epistemic Constraints on Autonomous Symbolic Representation in Natural and Artificial Agents. Applications of Computational Intelligence in Biology 2008: 395-422
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Luis Rueda, Domingo Mery, Josef Kittler:
Progress in Pattern Recognition, Image Analysis and Applications, 12th Iberoamericann Congress on Pattern Recognition, CIARP 2007, Valparaiso, Chile, November 13-16, 2007, Proceedings. Lecture Notes in Computer Science 4756, Springer 2008, ISBN 978-3-540-76724-4 [contents]
2007
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Xiaojun Wu, Jieping Lu, Jing-Yu Yang, Shitong Wang, Josef Kittler:
An extreme case of the generalized optimal discriminant transformation and its application to face recognition. Neurocomputing 70(4-6): 828-834 (2007)
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Salil Prabhakar, Josef Kittler, Davide Maltoni, Lawrence O'Gorman, Tieniu Tan:
Introduction to the Special Issue on Biometrics: Progress and Directions. IEEE Trans. Pattern Anal. Mach. Intell. 29(4): 513-516 (2007)
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Tae-Kyun Kim, Josef Kittler, Roberto Cipolla:
Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations. IEEE Trans. Pattern Anal. Mach. Intell. 29(6): 1005-1018 (2007)
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Jose Rafael Tena, Raymond S. Smith, Miroslav Hamouz, Josef Kittler, Adrian Hilton, John Illingworth:
2D face pose normalisation using a 3D morphable model. AVSS 2007: 51-56
[c280]
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Fei Yan, William J. Christmas, Josef Kittler:
All Pairs Shortest Path Formulation for Multiple Object Tracking with Application to Tennis Video Analysis. BMVC 2007: 1-10
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Pavel Krízek, Josef Kittler, Václav Hlavác:
Improving Stability of Feature Selection Methods. CAIP 2007: 929-936
[c278]
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Norman Poh, Josef Kittler, Raymond S. Smith, Jose Rafael Tena:
A Method for Estimating Authentication Performance over Time, with Applications to Face Biometrics. CIARP 2007: 360-369
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Omolara Fatukasi, Josef Kittler, Norman Poh:
Quality Controlled Multimodal Fusion of Biometric Experts. CIARP 2007: 881-890
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Tae-Kyun Kim, Shu-Fai Wong, Björn Stenger, Josef Kittler, Roberto Cipolla:
Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations. CVPR 2007
[c275]
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Thirimachos Bourlai, Josef Kittler:
Optimisation of the pre-processing stage of a smart card face verification system. EUSIPCO 2007: 174-178
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Xuan Zou, Josef Kittler, Kieron Messer:
Motion Compensation for Face Recognition Based on Active Differential Imaging. ICB 2007: 39-48
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Norman Poh, Josef Kittler:
On the Use of Log-Likelihood Ratio Based Model-Specific Score Normalisation in Biometric Authentication. ICB 2007: 614-624
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Norman Poh, Josef Kittler:
Predicting Biometric Authentication System Performance Across Different Application Conditions: A Bootstrap Enhanced Parametric Approach. ICB 2007: 625-635
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Chi-Ho Chan, Josef Kittler, Kieron Messer:
Multi-scale Local Binary Pattern Histograms for Face Recognition. ICB 2007: 809-818
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Mohammad Sadeghi, Samaneh Khoshrou, Josef Kittler:
SVM-Based Selection of Colour Space Experts for Face Authentication. ICB 2007: 907-916
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Joni-Kristian Kamarainen, Miroslav Hamouz, Josef Kittler, Pekka Paalanen, Jarmo Ilonen, Alexander Drobchenko:
Object Localisation Using Generative Probability Model for Spatial Constellation and Local Image Features. ICCV 2007: 1-8
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Akiel Khan, William J. Christmas, Josef Kittler:
Lip Contour Segmentation Using Kernel Methods and Level Sets. ISVC (2) 2007: 86-95
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Mohammad Sadeghi, Samaneh Khoshrou, Josef Kittler:
Confidence Based Gating of Colour Features for Face Authentication. MCS 2007: 121-130
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Norman Poh, Guillaume Heusch, Josef Kittler:
On Combination of Face Authentication Experts by a Mixture of Quality Dependent Fusion Classifiers. MCS 2007: 344-356
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Mohammad Sadeghi, Samaneh Khoshrou, Josef Kittler:
Colour Feature Selection for Face Authentication. MVA 2007: 49-52
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Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.:
Sensor Data and Information Fusion in Computer Vision and Medicine, 30.07. - 04.08.2006. Dagstuhl Seminar Proceedings 06311, Internationales Begegnungs- und Forschungszentrum fuer Informatik (IBFI), Schloss Dagstuhl, Germany 2007 [contents]
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Michal Haindl, Josef Kittler, Fabio Roli:
Multiple Classifier Systems, 7th International Workshop, MCS 2007, Prague, Czech Republic, May 23-25, 2007, Proceedings. Lecture Notes in Computer Science 4472, Springer 2007, ISBN 978-3-540-72481-0 [contents]
2006
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Tae-Kyun Kim, Josef Kittler:
Design and Fusion of Pose-Invariant Face-Identification Experts. IEEE Trans. Circuits Syst. Video Technol. 16(9): 1096-1106 (2006)
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Josef Kittler, Mikhail Shevchenko, David Windridge:
Visual Bootstrapping for Unsupervised Symbol Grounding. ACIVS 2006: 1037-1046
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Thirimachos Bourlai, Josef Kittler, Kieron Messer:
On Optimisation of Smart Card Face Verification Systems. AVSS 2006: 80
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Tae-Kyun Kim, Josef Kittler, Roberto Cipolla:
Incremental Learning of Locally Orthogonal Subspaces for Set-based Object Recognition. BMVC 2006: 559-568
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Jean-Yves Guillemaut, Josef Kittler, Mohammad Sadeghi, William J. Christmas:
General Pose Face Recognition Using Frontal Face Model. CIARP 2006: 79-88
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Eduardo Garea Llano, Josef Kittler, Kieron Messer, Heydi Mendez Vazquez:
A Comparative Study of Face Representations in the Frequency Domain. CIARP 2006: 99-108
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Fei Yan, Alexey Kostin, William J. Christmas, Josef Kittler:
A Novel Data Association Algorithm for Object Tracking in Clutter with Application to Tennis Video Analysis. CVPR (1) 2006: 634-641
[c258]
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Tae-Kyun Kim, Josef Kittler, Roberto Cipolla:
Learning Discriminative Canonical Correlations for Object Recognition with Image Sets. ECCV (3) 2006: 251-262
[c257]
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Myung-Cheol Roh, William J. Christmas, Josef Kittler, Seong-Whan Lee:
Robust Player Gesture Spotting and Recognition in Low-Resolution Sports Video. ECCV (4) 2006: 347-358
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Thirimachos Bourlai, Josef Kittler, Kieron Messer:
Database Size Effects on Performance on a Smart Card Face Verification System. FGR 2006: 61-66
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James Short, Josef Kittler, Kieron Messer:
Photometric Normalisation for Component-based Face Verification. FGR 2006: 114-119
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Xuan Zou, Josef Kittler, Kieron Messer:
Accurate Face Localisation for Faces under Active Near-IR Illumination. FGR 2006: 369-374
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Myung-Cheol Roh, William J. Christmas, Josef Kittler, Seong-Whan Lee:
Gesture Spotting in Low-Quality Video with Features Based on Curvature Scale Space. FGR 2006: 375-380
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M. Ulises Ramos Sánchez, Josef Kittler:
Fusion of Talking Face Biometric Modalities for Personal Identity Verification. ICASSP (5) 2006: 1073-1076
[c251]
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Kieron Messer, Josef Kittler, James Short, Guillaume Heusch, Fabien Cardinaux, Sébastien Marcel, Yann Rodriguez, Shiguang Shan, Yu Su, Wen Gao, Xilin Chen:
Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes. ICB 2006: 1-11
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Xuan Zou, Josef Kittler, Kieron Messer:
Ambient Illumination Variation Removal by Active Near-IR Imaging. ICB 2006: 19-25
[c249]
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Enrique Argones-Rúa, Josef Kittler, José Luis Alba-Castro, Daniel González-Jiménez:
Information Fusion for Local Gabor Features Based Frontal Face Verification. ICB 2006: 173-181
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Eduardo Garea Llano, Heydi Mendez Vazquez, Josef Kittler, Kieron Messer:
An Illumination Insensitive Representation for Face Verification in the Frequency Domain. ICPR (1) 2006: 215-218
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Fei Yan, William J. Christmas, Josef Kittler:
A Maximum A Posteriori Probability Viterbi Data Association Algorithm for Ball Tracking in Sports Video. ICPR (1) 2006: 279-282
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Takehito Ogata, William J. Christmas, Josef Kittler, Seiji Ishikawa:
Improving human activity detection by combining multi-dimensional motion descriptors with boosting. ICPR (1) 2006: 295-298
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Pavel Krízek, Josef Kittler, Václav Hlavác:
Feature selection based on the training set manipulation. ICPR (2) 2006: 658-661
[c244]
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Raymond S. Smith, Josef Kittler, Miroslav Hamouz, John Illingworth:
Face Recognition Using Angular LDA and SVM Ensembles. ICPR (3) 2006: 1008-1012
[c243]
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Mohammad Sadeghi, Josef Kittler:
Confidence Based Gating of Multiple Face Authentication Experts. SSPR/SPR 2006: 667-676
[c242]
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Josef Kittler, Mikhail Shevchenko, David Windridge:
Cognitive learning with automatic goal acquisition. STAIRS 2006: 3-13
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José Francisco Martínez Trinidad, Jesús Ariel Carrasco-Ochoa, Josef Kittler:
Progress in Pattern Recognition, Image Analysis and Applications, 11th Iberoamerican Congress in Pattern Recognition, CIARP 2006, Cancun, Mexico, November 14-17, 2006, Proceedings. Lecture Notes in Computer Science 4225, Springer 2006, ISBN 3-540-46556-1 [contents]
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Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.:
06311 Executive Summary -- Sensor Data and Information Fusion in Computer Vision and Medicine. Sensor Data and Information Fusion in Computer Vision and Medicine 2006
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Joachim Denzler, Joachim Hornegger, Josef Kittler, Calvin R. Maurer Jr.:
06311 Abstracts Collection -- Sensor Data and Information Fusion in Computer Vision and Medicine. Sensor Data and Information Fusion in Computer Vision and Medicine 2006
2005
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Tae-Kyun Kim, Josef Kittler:
Composite Support Vector Machines with Extended Discriminative Features for Accurate Face Detection. IEICE Trans. Inf. Syst. 88-D(10): 2373-2379 (2005)
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David Windridge, Josef Kittler:
Performance measures of the tomographic classifier fusion methodology. Int. J. Pattern Recognit. Artif. Intell. 19(6): 731-753 (2005)
[j129]
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Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Josef Kittler:
Component-based LDA face description for image retrieval and MPEG-7 standardisation. Image Vis. Comput. 23(7): 631-642 (2005)
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Tae-Kyun Kim, Josef Kittler:
Locally Linear Discriminant Analysis for Multimodally Distributed Classes for Face Recognition with a Single Model Image. IEEE Trans. Pattern Anal. Mach. Intell. 27(3): 318-327 (2005)
[j127]
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Miroslav Hamouz, Josef Kittler, Joni-Kristian Kamarainen, Pekka Paalanen, Heikki Kälviäinen, Jiri Matas:
Feature-Based Affine-Invariant Localization of Faces. IEEE Trans. Pattern Anal. Mach. Intell. 27(9): 1490-1495 (2005)
[j126]
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Alexey Kostin, Josef Kittler, William J. Christmas:
Object recognition by symmetrised graph matching using relaxation labelling with an inhibitory mechanism. Pattern Recognit. Lett. 26(3): 381-393 (2005)
[j125]
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Kieron Messer, William J. Christmas, Edward Jaser, Josef Kittler, Barbara Levienaise-Obadia, Dimitri Koubaroulis:
A unified approach to the generation of semantic cues for sports video annotation. Signal Process. 85(2): 357-383 (2005)
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Alistair John Fitch, Alexander Kadyrov, William J. Christmas, Josef Kittler:
Fast robust correlation. IEEE Trans. Image Process. 14(8): 1063-1073 (2005)
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Thirimachos Bourlai, Kieron Messer, Josef Kittler:
Scenario Based Performance Optimisation in Face Verification Using Smart Cards. AVBPA 2005: 289-300
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James Short, Josef Kittler, Kieron Messer:
Photometric Normalisation for Face Verification. AVBPA 2005: 617-626
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Fei Yan, William J. Christmas, Josef Kittler:
A Tennis Ball Tracking Algorithm for Automatic Annotation of Tennis Match. BMVC 2005
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Xuan Zou, Josef Kittler, Kieron Messer:
Face Recognition Using Active Near-IR Illumination. BMVC 2005
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Josef Kittler, Miroslav Hamouz, Jose Rafael Tena, Adrian Hilton, John Illingworth, M. Ruiz:
3D Assisted 2D Face Recognition: Methodology. CIARP 2005: 1055-1065
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Josef Kittler, Adrian Hilton, Miroslav Hamouz, John Illingworth:
3D Assisted Face Recognition: A Survey of 3D Imaging, Modelling and Recognition Approachest. CVPR Workshops 2005: 114
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Richard Bowden, Liam F. Ellis, Josef Kittler, Mikhail Shevchenko, David Windridge:
Unsupervised Symbol Grounding and Cognitive Bootstrapping in Cognitive Vision. ICIAP 2005: 27-36
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Robin Patenall, David Windridge, Josef Kittler:
Multiple Classifier Fusion Performance in Networked Stochastic Vector Quantisers. Multiple Classifier Systems 2005: 128-135
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Thirimachos Bourlai, Josef Kittler, Kieron Messer:
JPEG Compression Effects on a Smart Card Face Verification System. MVA 2005: 426-429
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Joni-Kristian Kamarainen, Jarmo Ilonen, Pekka Paalanen, Miroslav Hamouz, Heikki Kälviäinen, Josef Kittler:
Object Evidence Extraction Using Simple Gabor Features and Statistical Ranking. SCIA 2005: 119-129
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Josef Kittler, William J. Christmas, Alexey Kostin, Fei Yan, Ilias Kolonias, David Windridge:
A Memory Architecture and Contextual Reasoning Framework for Cognitive Vision. SCIA 2005: 343-358
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Nikunj C. Oza, Robi Polikar, Josef Kittler, Fabio Roli:
Multiple Classifier Systems, 6th International Workshop, MCS 2005, Seaside, CA, USA, June 13-15, 2005, Proceedings. Lecture Notes in Computer Science 3541, Springer 2005, ISBN 3-540-26306-3 [contents]
2004
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Alireza Ahmadyfard, Josef Kittler:
The Role Of Relational Constraints In Region Matching. Int. J. Pattern Recognit. Artif. Intell. 18(3): 443-454 (2004)
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Fabio Roli, Josef Kittler:
Editorial. Int. J. Pattern Recognit. Artif. Intell. 18(5): 747-748 (2004)
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Petr Somol, Pavel Pudil, Josef Kittler:
Fast Branch & Bound Algorithms for Optimal Feature Selection. IEEE Trans. Pattern Anal. Mach. Intell. 26(7): 900-912 (2004)
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Jacek Czyz, Josef Kittler, Luc Vandendorpe:
Multiple classifier combination for face-based identity verification. Pattern Recognit. 37(7): 1459-1469 (2004)
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Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Josef Kittler:
Independent component analysis in a local facial residue space for face recognition. Pattern Recognit. 37(9): 1873-1885 (2004)
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Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Shitong Wang:
An analytical algorithm for determining the generalized optimal set of discriminant vectors. Pattern Recognit. 37(9): 1949-1952 (2004)
[c230]
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Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang:
A New Kernel Direct Discriminant Analysis (KDDA) Algorithm for Face Recognition. BMVC 2004: 1-11
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Ilias Kolonias, William J. Christmas, Josef Kittler:
Use of Context in Automatic Annotation of Sports Videos. CIARP 2004: 1-12
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Edward Jaser, Josef Kittler, William J. Christmas:
Hierarchical Decision Making Scheme for Sports Video Categorisation with Temporal Post-Processing. CVPR (2) 2004: 908-913
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Nicolas Gorges, Marc Hanheide, William J. Christmas, Christian Bauckhage, Gerhard Sagerer, Josef Kittler:
Mosaics from Arbitrary Stereo Video Sequences. DAGM-Symposium 2004: 342-349
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Josef Kittler, Alireza Ahmadyfard:
Multiple Classifier System Approach to Model Pruning in Object Recognition. ECCV (4) 2004: 342-353
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Mohammad T. Sadeghi, Josef Kittler:
A comparative study of data fusion strategies in face verification. EUSIPCO 2004: 1229-1232
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Miroslav Hamouz, Josef Kittler, Joni-Kristian Kamarainen, Pekka Paalanen, Heikki Kälviäinen:
Affine-Invariant Face Detection and Localization Using GMM-based Feature Detector and Enhanced Appearance Model. FGR 2004: 67-72
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Mohammad Sadeghi, Josef Kittler:
Decision Making in the LDA Space: Generalised Gradient Direction Metric. FGR 2004: 248-253
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James Short, Josef Kittler, Kieron Messer:
A Comparison of Photometric Normalisation Algorithms for Face Verification. FGR 2004: 254-259
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Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang:
Face Authentication Competition on the BANCA Database. ICBA 2004: 8-15
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Thirimachos Bourlai, Kieron Messer, Josef Kittler:
Performance versus Computational Complexity Trade-Off in Face Verification. ICBA 2004: 169-177
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Jacek Czyz, Mohammad Sadeghi, Josef Kittler, Luc Vandendorpe:
Decision Fusion for Face Authentication. ICBA 2004: 686-693
[c218]
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Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, LinLin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez:
Face Authentication Test on the BANCA Database. ICPR (4) 2004: 523-532
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Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang:
A New Direct LDA (D-LDA) Algorithm for Feature Extraction in Face Recognition. ICPR (4) 2004: 545-548
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Thirimachos Bourlai, Kieron Messer, Josef Kittler:
Face Verification System Architecture Using Smart Cards. ICPR (1) 2004: 793-796
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Fangxiang Cheng, William J. Christmas, Josef Kittler:
Periodic Human Motion Description for Sports Video Databases. ICPR (3) 2004: 870-873
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David Windridge, Robin Patenall, Josef Kittler:
The Relationship between Classifier Factorisation and Performance in Stochastic Vector Quantisation. Multiple Classifier Systems 2004: 194-203
[c213]
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Josef Kittler, Mohammad Sadeghi:
Physics-Based Decorrelation of Image Data for Decision Level Fusion in Face Verification. Multiple Classifier Systems 2004: 354-363
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Josef Kittler:
Multiple Classifier Fusion for Biometric Authentication. SINOBIOMETRICS 2004: 26
[c211]
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Xiaojun Wu, Josef Kittler, Jing-Yu Yang, Kieron Messer, Shitong Wang, Jieping Lu:
On Dimensionality Reduction for Client Specific Discriminant Analysis with Application to Face Verification. SINOBIOMETRICS 2004: 305-312
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Edward Jaser, William J. Christmas, Josef Kittler:
Temporal Post-processing of Decision Tree Outputs for Sports Video Categorisation. SSPR/SPR 2004: 495-503
[c209]
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Tae-Kyun Kim, Josef Kittler:
Combining Classifier for Face Identification at Unknown Views with a Single Model Image. SSPR/SPR 2004: 565-573
[c208]
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Josef Kittler, Mohammad Sadeghi:
Approximate Gradient Direction Metric for Face Authentication. SSPR/SPR 2004: 797-805
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David Windridge, Richard Bowden, Josef Kittler:
A General Strategy for Hidden Markov Chain Parameterisation in Composite Feature-Spaces. SSPR/SPR 2004: 1069-1077
[c206]
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Ilias Kolonias, William J. Christmas, Josef Kittler:
Tracking the Evolution of a Tennis Match Using Hidden Markov Models. SSPR/SPR 2004: 1078-1086
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Fabio Roli, Josef Kittler, Terry Windeatt:
Multiple Classifier Systems, 5th International Workshop, MCS 2004, Cagliari, Italy, June 9-11, 2004, Proceedings. Lecture Notes in Computer Science 3077, Springer 2004, ISBN 3-540-22144-1 [contents]
2003
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Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas:
Face verification via error correcting output codes. Image Vis. Comput. 21(13-14): 1163-1169 (2003)
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Josef Kittler, Fuad M. Alkoot:
Sum Versus Vote Fusion in Multiple Classifier Systems. IEEE Trans. Pattern Anal. Mach. Intell. 25(1): 110-115 (2003)
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David Windridge, Josef Kittler:
A Morphologically Optimal Strategy for Classifier Combination: Multiple Expert Fusion as a Tomographic Process. IEEE Trans. Pattern Anal. Mach. Intell. 25(3): 343-353 (2003)
[c205]
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Mohammad Sadeghi, Josef Kittler, Alexey Kostin, Kieron Messer:
A Comparative Study of Automatic Face Verification Algorithms on the BANCA Database. AVBPA 2003: 35-43
[c204]
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Miroslav Hamouz, Josef Kittler, Joni-Kristian Kamarainen, Heikki Kälviäinen:
Hypotheses-Driven Affine Invariant Localization of Faces in Verification Systems. AVBPA 2003: 276-284
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Enrique Bailly-Bailliére, Samy Bengio, Frédéric Bimbot, Miroslav Hamouz, Josef Kittler, Johnny Mariéthoz, Jiri Matas, Kieron Messer, Vlad Popovici, Fabienne Porée, Belén Ruíz, Jean-Philippe Thiran:
The BANCA Database and Evaluation Protocol. AVBPA 2003: 625-638
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Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, Faik Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity:
Face Verification Competition on the XM2VTS Database. AVBPA 2003: 964-974
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Tae-Kyun Kim, Josef Kittler, Hyun-Chul Kim, Seok-Cheol Kee:
Discriminant Analysis by Locally Linear Transformations. BMVC 2003: 1-10
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Mohammad Hamiruce Marhaban, Josef Kittler:
Application of Characteristic Function Method in Target Detection. BMVC 2003: 1-8
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Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, Josef Kittler:
Independent Component Analysis in a Facial Local Residue Space. CVPR (1) 2003: 579-586
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Ondrej Chum, Jiri Matas, Josef Kittler:
Locally Optimized RANSAC. DAGM-Symposium 2003: 236-243
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Lee Gregory, Josef Kittler:
Using a pictorial dictionary as a high level user interface for visual information retrieval. ICIP (2) 2003: 519-522
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Tae-Kyun Kim, Hyunwoo Kim, Wonjun Hwang, Seok-Cheol Kee, Josef Kittler:
Face description based on decomposition and combining of a facial space with LDA. ICIP (3) 2003: 877-880
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Alireza Ahmadyfard, Josef Kittler:
A Multiple Classifier System Approach to Affine Invariant Object Recognition. ICVS 2003: 438-447
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William J. Christmas, Edward Jaser, Kieron Messer, Josef Kittler:
A Multimedia System Architecture for Automatic Annotation of Sports Videos. ICVS 2003: 513-522
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Josef Kittler, Alireza Ahmadyfard, David Windridge:
Serial Multiple Classifier Systems Exploiting a Coarse to Fine Output Coding. Multiple Classifier Systems 2003: 106-114
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David Windridge, Josef Kittler:
The Practical Performance Characteristics of Tomographically Filtered Multiple Classifier Fusion. Multiple Classifier Systems 2003: 186-195
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Edward Jaser, Josef Kittler, William J. Christmas:
Building Classifier Ensembles for Automatic Sports Classification. Multiple Classifier Systems 2003: 366-374
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Josef Kittler, Mark S. Nixon:
Audio-and Video-Based Biometrie Person Authentication, 4th International Conference, AVBPA 2003, Guildford, UK, June 9-11, 2003 Proceedings. Lecture Notes in Computer Science 2688, Springer 2003, ISBN 3-540-40302-7 [contents]
2002
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Jiri Matas, Dimitri Koubaroulis, Josef Kittler:
The Multimodal Neighborhood Signature for Modeling Object Color Appearance and Applications in Object Recognition and Image Retrieval. Comput. Vis. Image Underst. 88(1): 1-23 (2002)
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Fabio Roli, Josef Kittler:
Fusion of multiple classifiers. Inf. Fusion 3(4): 243 (2002)
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Kenneth Jonsson, Josef Kittler, Yongping Li, Jiri Matas:
Support vector machines for face authentication. Image Vis. Comput. 20(5-6): 369-375 (2002)
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Alireza Ahmadyfard, Josef Kittler:
Using relaxation technique for region-based object recognition. Image Vis. Comput. 20(11): 769-781 (2002)
[j110]
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Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol:
Multiple Classifier Fusion in Probabilistic Neural Networks. Pattern Anal. Appl. 5(2): 221-233 (2002)
[j109]
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Josef Kittler, Kieron Messer, Mohammad Sadeghi:
Model Selection by Predictive Validation. Pattern Anal. Appl. 5(3): 245-260 (2002)
[j108]
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Josef Kittler, Fuad M. Alkoot:
Moderating k-NN Classifiers. Pattern Anal. Appl. 5(3): 326-332 (2002)
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Andrew Griffin, Josef Kittler:
An active mesh based tracker for improved feature correspondences. Pattern Recognit. Lett. 23(4): 443-449 (2002)
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Fuad M. Alkoot, Josef Kittler:
Modified product fusion. Pattern Recognit. Lett. 23(8): 957-965 (2002)
[c190]
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Alireza Ahmadyfard, Josef Kittler:
A comparative study of two object recognition methods. BMVC 2002: 1-10
[c189]
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Alistair John Fitch, Alexander Kadyrov, William J. Christmas, Josef Kittler:
Orientation Correlation. BMVC 2002: 1-10
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Josef Kittler, Marco Ballette, Jacek Czyz, Fabio Roli, Luc Vandendorpe:
Enhancing the performance of personal identity authentication systems by fusion of face verification experts. ICME (2) 2002: 581-584
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Alireza Ahmadyfard, Josef Kittler:
Colour-Based Model Pruning for Efficient ARG Object Recognition. ICPR (3) 2002: 20-24
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Jacek Czyz, Josef Kittler, Luc Vandendorpe:
Combining Face Verification Experts. ICPR (2) 2002: 28-31
[c185]
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Vadim Mottl, Alexey Kostin, Josef Kittler:
Support Object Classifiers with Rigid and Elastic Kernel Functions for Face Identification. ICPR (4) 2002: 205-208
[c184]
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Vadim Mottl, Andrey Kopylov, Alexey Kostin, Alexey Yermakov, Josef Kittler:
Elastic Transformation of the Image Pixel Grid for Similarity Based Face Identification. ICPR (3) 2002: 549-552
[c183]
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Alistair John Fitch, Alexander Kadyrov, William J. Christmas, Josef Kittler:
Fast Exhaustive Robust Matching. ICPR (3) 2002: 903-906
[c182]
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Kieron Messer, William J. Christmas, Josef Kittler:
Automatic Sports Classification. ICPR (2) 2002: 1005-1008
[c181]
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Fangxiang Cheng, William J. Christmas, Josef Kittler:
Recognising Human Running Behaviour in Sports Video Sequences. ICPR (2) 2002: 1017-1020
[c180]
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Dimitri Koubaroulis, Jiri Matas, Josef Kittler:
Colour-Based Object Recognition for Video Annotation. ICPR (2) 2002: 1069-1072
[c179]
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David Windridge, Josef Kittler:
On the General Application of the Tomographic Classifier Fusion Methodology. Multiple Classifier Systems 2002: 149-158
[c178]
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Josef Kittler, Marco Ballette, Jacek Czyz, Fabio Roli, Luc Vandendorpe:
Decision Level Fusion of Intramodal Personal Identity Verification Experts. Multiple Classifier Systems 2002: 314-324
[c177]
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Fabio Roli, Josef Kittler, Giorgio Fumera, Daniele Muntoni:
An Experimental Comparison of Classifier Fusion Rules for Multimodal Personal Identity Verification Systems. Multiple Classifier Systems 2002: 325-336
[c176]
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Joni-Kristian Kamarainen, Ville Kyrki, Heikki Kälviäinen, Miroslav Hamouz, Josef Kittler:
Invariant Gabor Features for Face Evidence Extraction. MVA 2002: 228-231
[c175]
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Josef Kittler, Kieron Messer:
Fusion of multiple experts in multimodal biometric personal identity verification systems. NNSP 2002: 3-12
[c174]
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Lee Gregory, Josef Kittler:
Using Graph Search Techniques for Contextual Colour Retrieval. SSPR/SPR 2002: 186-194
[c173]
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Mohammad Sadeghi, Josef Kittler:
Modified Predictive Validation Test for Gaussian Mixture Modelling. SSPR/SPR 2002: 414-423
[c172]
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Miroslav Hamouz, Josef Kittler, Jiri Matas, Petr Bílek:
Face Detection by Learned Affine Correspondences. SSPR/SPR 2002: 566-575
[c171]
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Dick de Ridder, Robert P. W. Duin, Josef Kittler:
Texture Description by Independent Components. SSPR/SPR 2002: 587-596
[c170]
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Josef Kittler, Marco Ballette, William J. Christmas, Edward Jaser, Kieron Messer:
Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation. SSPR/SPR 2002: 597-606
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David Windridge, Josef Kittler:
Morphologically Unbiased Classifier Combination through Graphical PDF Correlation. SSPR/SPR 2002: 789-797
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Fabio Roli, Josef Kittler:
Multiple Classifier Systems, Third International Workshop, MCS 2002, Cagliari, Italy, June 24-26, 2002, Proceedings. Lecture Notes in Computer Science 2364, Springer 2002, ISBN 3-540-43818-1 [contents]
2001
[j105]
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Soh Ling Min, Josef Kittler, Jiri Matas:
Empirical evaluation of a calibration chart detector. Mach. Vis. Appl. 12(6): 305-325 (2001)
[j104]
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Kok Cheong Wong, Josef Kittler:
Recognition of polyhedral objects using triplets of projected spatial edges based on a single perspective image. Pattern Recognit. 34(3): 561-586 (2001)
[c168]
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Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas:
Face Identification and Verification via ECOC. AVBPA 2001: 1-13
[c167]
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Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas:
Face Verification via ECOC. BMVC 2001: 1-10
[c166]
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Mohammad Sadeghi, Josef Kittler, Kieron Messer:
Real Time Segmentation of Lip Pixels for Lip Tracker Initialization. CAIP 2001: 317-324
[c165]
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Josef Kittler, Reza Ghaderi, Terry Windeatt, Jiri Matas:
Face Verification Using Error Correcting Output Codes. CVPR (1) 2001: 755-760
[c164]
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Josef Kittler, Kieron Messer, Mohammad Sadeghi:
Model Validation for Model Selection. ICAPR 2001: 240-249
[c163]
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Josef Kittler, Pavel Pudil, Petr Somol:
Advances in Statistical Feature Selection. ICAPR 2001: 425-434
[c162]
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Mohammad Sadeghi, Josef Kittler, Kieron Messer:
Spatial Clustering of Pixels in the Mouth Area of Face Images. ICIAP 2001: 36-41
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Lee Gregory, Josef Kittler:
Using Contextual Information for Image Retrieva. ICIAP 2001: 230-235
[c160]
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Fangxiang Cheng, William J. Christmas, Josef Kittler:
Detection and Description of Human Running Behaviour in Sports Video Multimedia Database. ICIAP 2001: 366-371
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Kieron Messer, Josef Kittler, Barbara Levienaise-Obadia, William J. Christmas, Dimitri Koubaroulis:
Generation of semantic cues for sports video annotation. ICIP (3) 2001: 26-29
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Josef Kittler, Kieron Messer, Mohammad Sadeghi:
Segmentation of lip pixels for lip tracker initialisation. ICIP (1) 2001: 50-53
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Josef Kittler, Alireza Ahmadyfard:
On Matching Algorithms for the Recognition of Objects in Cluttered Background. IWVF 2001: 51-66
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Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol:
Information Analysis of Multiple Classifier Fusion. Multiple Classifier Systems 2001: 168-177
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David Windridge, Josef Kittler:
Classifier Combination as a Tomographic Process. Multiple Classifier Systems 2001: 248-258
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Josef Kittler, Fuad M. Alkoot:
Relationship of Sum and Vote Fusion Strategies. Multiple Classifier Systems 2001: 339-348
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Fuad M. Alkoot, Josef Kittler:
Improving Product by Moderating k-NN Classifiers. Multiple Classifier Systems 2001: 429-439
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Josef Kittler, Fabio Roli:
Multiple Classifier Systems, Second International Workshop, MCS 2001 Cambridge, UK, July 2-4, 2001, Proceedings. Lecture Notes in Computer Science 2096, Springer 2001, ISBN 3-540-42284-6 [contents]
2000
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Jiri Matas, Charles Galambos, Josef Kittler:
Robust Detection of Lines Using the Progressive Probabilistic Hough Transform. Comput. Vis. Image Underst. 78(1): 119-137 (2000)
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Nikos Georgis, Josef Kittler, Mirek Bober:
Accurate Recovery of Dense Depth Map for 3D Motion Based Coding. Eur. Trans. Telecommun. 11(2): 219-232 (2000)
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Sadegh Abbasi, Farzin Mokhtarian, Josef Kittler:
Enhancing CSS-based shape retrieval for objects with shallow concavities. Image Vis. Comput. 18(3): 199-211 (2000)
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Nikos Georgis, Maria Petrou, Josef Kittler:
On the generalised stock-cutting problem. Mach. Vis. Appl. 11(5): 231-241 (2000)
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Josef Kittler:
Probabilistic relaxation and the Hough transform. Pattern Recognit. 33(4): 705-714 (2000)
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David M. J. Tax, Martijn van Breukelen, Robert P. W. Duin, Josef Kittler:
Combining multiple classifiers by averaging or by multiplying? Pattern Recognit. 33(9): 1475-1485 (2000)
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Petros Papachristou, Maria Petrou, Josef Kittler:
Edge postprocessing using probabilistic relaxation. IEEE Trans. Syst. Man Cybern. Part B 30(3): 383-402 (2000)
[c152]
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Alireza Ahmadyfard, Josef Kittler:
Region-Based Object Recognition: Pruning Multiple Representations and Hypotheses. BMVC 2000: 1-10
[c151]
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Josef Kittler, Yongping Li, Jiri Matas:
On Matching Scores for LDA-based Face Verification. BMVC 2000: 1-10
[c150]
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Jiri Matas, J. Burianek, Josef Kittler:
Object Recognition using the Invariant Pixel-Set Signature. BMVC 2000: 1-10
[c149]
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Kieron Messer, Josef Kittler:
Data and Decision Level Fusion of Temporal Information for Automatic Target Recognition. BMVC 2000: 1-10
[c148]
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Dick de Ridder, Josef Kittler, Robert P. W. Duin:
Probabilistic PCA and ICA Subspace Mixture Models for Image Segmentation. BMVC 2000: 1-10
[c147]
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Yusseri Yusoff, William J. Christmas, Josef Kittler:
Video Shot Cut Detection using Adaptive Thresholding. BMVC 2000: 1-10
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Jiri Matas, Dimitri Koubaroulis, Josef Kittler:
Colour Image Retrieval and Object Recognition Using the Multimodal Neighbourhood Signature. ECCV (1) 2000: 48-64
[c145]
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A. Griffin, Josef Kittler:
An active mesh based tracker for feature correspondences. EUSIPCO 2000: 1-4
[c144]
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Dimitri Koubaroulis, Jiri Matas, Josef Kittler:
Illumination invariant object recognition using the MNS method. EUSIPCO 2000: 1-4
[c143]
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R. Rambaruth, William J. Christmas, Josef Kittler:
Representation of regions for accurate motion compensation. EUSIPCO 2000: 1-4
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Kenneth Jonsson, Josef Kittler, Yongping Li, Jiri Matas:
Learning Support Vectors for Face Verification and Recognition. FG 2000: 208-213
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C. Iordanoglou, Kenneth Jonsson, Josef Kittler, Jiri Matas:
Wearable face recognition aid. ICASSP 2000: 2365-2368
[c140]
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Dick de Ridder, Josef Kittler, Olaf Lemmers, Robert P. W. Duin:
The Adaptive Subspace Map for Texture Segmentation. ICPR 2000: 1216-1220
[c139]
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Fuad M. Alkoot, Josef Kittler:
Improving the Performance of the Product Fusion Strategy. ICPR 2000: 2164-2167
[c138]
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Medha Pandit, Josef Kittler, Yongping Li, Edward H. S. Chilton:
A Comparative Study of Different Segmentation Approaches for Audio Track Indexing. ICPR 2000: 2467-2470
[c137]
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Kieron Messer, Josef Kittler:
Fast Unit Selection Algorithm for Neural Network Design. ICPR 2000: 2981-2984
[c136]
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Dimitri Koubaroulis, Jiri Matas, Josef Kittler:
The Multimodal Signature Method: An Efficiency and Sensitivity Study. ICPR 2000: 3379-3382
[c135]
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Barbara Levienaise-Obadia, Josef Kittler, William J. Christmas:
Defining Quantization Strategies and a Perceptual Similarity Measure for Texture-Based Annotation and Retrieval. ICPR 2000: 3453-3457
[c134]
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Charles Galambos, Josef Kittler, Jiri Matas:
Using Gradient Information to Enhance the Progressive Probabilistic Hough Transform. ICPR 2000: 3564-3567
[c133]
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Andrew Griffin, Josef Kittler:
Coping with 3D Artifacts in Video Sequences. ICPR 2000: 4623-4626
[c132]
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Jiri Matas, Miroslav Hamouz, Kenneth Jonsson, Josef Kittler, Yongping Li, Constantine Kotropoulos, Anastasios Tefas, Ioannis Pitas, Teewoon Tan, Hong Yan, Fabrizio Smeraldi, N. Capdevielle, Wulfram Gerstner, Yousri Abdeljaoued, Josef Bigün, S. Ben-Yacoub, Eddy Mayoraz:
Comparison of Face Verification Results on the XM2VTS Database. ICPR 2000: 4858-4863
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Jirí Grim, Josef Kittler, Pavel Pudil, Petr Somol:
Combining Multiple Classifiers in Probabilistic Neural Networks. Multiple Classifier Systems 2000: 157-166
[c130]
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Barbara Levienaise-Obadia, William J. Christmas, Josef Kittler, Kieron Messer, Yusseri Yusoff:
OVID: toward object-based video retrieval. Storage and Retrieval for Media Databases 2000: 532-543
[c129]
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Josef Kittler:
A Framework for Classifier Fusion: Is It Still Needed?. SSPR/SPR 2000: 45-56
[c128]
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Dick de Ridder, Olaf Lemmers, Robert P. W. Duin, Josef Kittler:
The Adaptive Subspace Map for Image Description and Image Database Retrieval. SSPR/SPR 2000: 94-103
[c127]
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Kieron Messer, Josef Kittler, John A. Haddon, Graham Watson, Sharon Watson:
Adaptive Automatic Target Recognition with SVM Boosting for Outlier Detection. SSPR/SPR 2000: 104-113
[c126]
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Alireza Ahmadyfard, Josef Kittler:
Region-Based Representation for Object Recognition by Relaxation Labelling. SSPR/SPR 2000: 297-307
[c125]
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David Windridge, Josef Kittler:
Combined Classifier Optimisation via Feature Selection. SSPR/SPR 2000: 687-695
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Josef Kittler, Fabio Roli:
Multiple Classifier Systems, First International Workshop, MCS 2000, Cagliari, Italy, June 21-23, 2000, Proceedings. Lecture Notes in Computer Science 1857, Springer 2000, ISBN 3-540-67704-6 [contents]

1990 – 1999

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What is the meaning of the colors in the publication lists?

1999
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Zhimin Shao, Josef Kittler:
Shape representation and recognition based on invariant unary and binary relations. Image Vis. Comput. 17(5-6): 429-444 (1999)
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Jiri Matas, Kenneth Jonsson, Josef Kittler:
Fast face localisation and verification. Image Vis. Comput. 17(8): 575-581 (1999)
[j94]
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Sadegh Abbasi, Farzin Mokhtarian, Josef Kittler:
Curvature Scale Space Image in Shape Similarity Retrieval. Multim. Syst. 7(6): 467-476 (1999)
[j93]
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Kieron Messer, Josef Kittler:
A region-based image database system using colour and texture. Pattern Recognit. Lett. 20(11-13): 1323-1330 (1999)
[j92]
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Fuad M. Alkoot, Josef Kittler:
Experimental evaluation of expert fusion strategies. Pattern Recognit. Lett. 20(11-13): 1361-1369 (1999)
[j91]
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Constantinos Boukouvalas, Josef Kittler, Radek Marik, Maria Petrou:
Color grading of randomly textured ceramic tiles using color histograms. IEEE Trans. Ind. Electron. 46(1): 219-226 (1999)
[j90]
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Majid Mirmehdi, Phil L. Palmer, Josef Kittler, Homam Dabis:
Feedback control strategies for object recognition. IEEE Trans. Image Process. 8(8): 1084-1101 (1999)
[c124]
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Kenneth Jonsson, Josef Kittler, Yongping Li, Jiri Matas:
Support Vector Machines for Face Authentication. BMVC 1999: 1-11
[c123]
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Kieron Messer, Dick de Ridder, Josef Kittler:
Adaptive Texture Representation Methods for Automatic Target Recognition. BMVC 1999: 1-10
[c122]
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Yongping Li, Josef Kittler, Jiri Matas:
Effective Implementation of Linear Discriminant Analysis for Face Recognition and Verification. CAIP 1999: 234-242
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Charles Galambos, Josef Kittler, Jiri Matas:
Progressive Probabilistic Hough Transform for Line Detection. CVPR 1999: 1554-1560
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S. Ben-Yacoub, Juergen Luettin, Kenneth Jonsson, Jiri Matas, Josef Kittler:
Audio-Visual Person Verification. CVPR 1999: 1580-1585
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Barbara Levienaise-Obadia, Josef Kittler, Andrew Griffin:
Analysis of Multichannel Texture Representations from Video Mosaics. ICMCS, Vol. 2 1999: 695-699
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Yusseri Yusoff, Josef Kittler, William J. Christmas:
Combining Multiple Experts for Classifying Shot Changes in Video Sequences. ICMCS, Vol. 2 1999: 700-704
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Gaël Richard, Yann Menguy, I. Guis, N. Suaudeau, Jérôme Boudy, Philip Lockwood, C. Fernández, Fernando Fernández, Constantine Kotropoulos, Anastasios Tefas, Ioannis Pitas, R. Heimgartner, Peter Ryser, Charles Beumier, Patrick Verlinde, Steven Pigeon, George Matas, Josef Kittler, Josef Bigün, Yousri Abdeljaoued, Eric Meurville, Laurent Besacier, Michael Ansorge, Gilbert Maître, Juergen Luettin, S. Ben-Yacoub, Belén Ruíz, K. Aldama, J. Cortes:
Multi Modal Verification for Teleservices and Security Applications (M2VTS). ICMCS, Vol. 2 1999: 1061-1064
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Rupert Young, Jiri Matas, Josef Kittler:
On Camera Calibration for Scene Model Acquisition and Maintenance Using an Active Vision System. ICVS 1999: 509-521
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Barbara Levienaise-Obadia, Josef Kittler, William J. Christmas:
Comparative study of strategies for illumination-invariant texture representations. Storage and Retrieval for Image and Video Databases (SPIE) 1999: 653-665
1998
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Miroslaw Bober, Nikos Georgis, Josef Kittler:
On Accurate and Robust Estimation of Fundamental Matrix. Comput. Vis. Image Underst. 72(1): 39-53 (1998)
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Athena Stassopoulou, Maria Petrou, Josef Kittler:
Application of a Bayesian Network in a GIS Based Decision Making System. Int. J. Geogr. Inf. Sci. 12(1): 23-45 (1998)
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Nikos Georgis, Maria Petrou, Josef Kittler:
On the correspondence problem for wide angular separation of non-coplanar points. Image Vis. Comput. 16(1): 35-41 (1998)
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Andrew J. Stoddart, Maria Petrou, Josef Kittler:
On the Foundations of Probabilistic Relaxation with Product Support. J. Math. Imaging Vis. 9(1): 29-48 (1998)
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Josef Kittler:
Combining classifiers: A theoretical framework. Pattern Anal. Appl. 1(1): 18-27 (1998)
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Josef Kittler, Mohamad Hatef, Robert P. W. Duin, Jiri Matas:
On Combining Classifiers. IEEE Trans. Pattern Anal. Mach. Intell. 20(3): 226-239 (1998)
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Nikos Georgis, Maria Petrou, Josef Kittler:
Error Guided Design of a 3D Vision System. IEEE Trans. Pattern Anal. Mach. Intell. 20(4): 366-379 (1998)
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Miroslaw Bober, Maria Petrou, Josef Kittler:
Nonlinear Motion Estimation Using the Supercoupling Approach. IEEE Trans. Pattern Anal. Mach. Intell. 20(5): 550-555 (1998)
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Josef Kittler, Maria Petrou, William J. Christmas:
A Non-Iterative Probabilistic Method For Contextual Correspondence Matching. Pattern Recognit. 31(10): 1455-1468 (1998)
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S. A. Hojjatoleslami, Josef Kittler:
Region growing: a new approach. IEEE Trans. Image Process. 7(7): 1079-1084 (1998)
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Leila Shafarenko, Maria Petrou, Josef Kittler:
Histogram-based segmentation in a perceptually uniform color space. IEEE Trans. Image Process. 7(9): 1354-1358 (1998)
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Majid Mirmehdi, Phil L. Palmer, Josef Kittler:
Optimising the Complete Image Feature Extraction Chain. ACCV (2) 1998: 307-314
[c113]
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Kenneth Jonsson, Jiri Matas, Josef Kittler, S. Haberl:
Saliency-Based Robust Correlation for Real-Time Face Registration and Verification. BMVC 1998: 1-10
[c112]
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Jiri Matas, Charles Galambos, Josef Kittler:
Progressive Probabilistic Hough Transform. BMVC 1998: 1-10
[c111]
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Kieron Messer, Josef Kittler:
Choosing an Optimal Neural Network Size to aid a Search Through a Large Image Database. BMVC 1998: 1-10
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Josef Kittler, S. A. Hojjatoleslami:
A Weighted Combination of Classifiers Employing Shared and Distinct Representations. CVPR 1998: 924-929
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Yusseri Yusoff, William J. Christmas, Josef Kittler:
A Study on Automatic Shot Change Detection. ECMAST 1998: 177-189
[c108]
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Soh Ling Min, Jiri Matas, Josef Kittler:
Model acquisition and matching in tagged object recognition (TOR). EUSIPCO 1998: 1-4
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Farzin Mokhtarian, Sadegh Abbasi, Josef Kittler:
Efficient curvature-based shape representation for similarity retrieval. EUSIPCO 1998: 1-4
[c106]
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Kui Zhang, Josef Kittler:
A background memory update scheme for H.263 video codec. EUSIPCO 1998: 1-4
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Medha Pandit, Josef Kittler:
Feature selection for a DTW-based speaker verification system. ICASSP 1998: 769-772
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Kui Zhang, Josef Kittler:
Global motion estimation and robust regression for video coding. ICASSP 1998: 2589-2592
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Kui Zhang, Josef Kittler:
Using Background Memory for Efficient Video Coding. ICIP (3) 1998: 944-947
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Lucia Sardo, Josef Kittler:
Model complexity validation for PDF estimation using Gaussian mixtures. ICPR 1998: 195-197
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Ali Hojjatoleslami, Josef Kittler:
Strategies for weighted combination of classifiers employing shared and distinct representations. ICPR 1998: 338-340
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Medha Pandit, Josef Kittler, Jiri Matas:
Selection of speaker independent feature for a speaker verification system. ICPR 1998: 1034-1036
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Soh Ling Min, Jiri Matas, Josef Kittler:
Recognition using labelled objects. ICPR 1998: 1336-1338
[c98]
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Peixin Hou, Ali Hojjatoleslami, Maria Petrou, Craig Ian Underwood, Josef Kittler:
Improved JPEG coding for remote sensing. ICPR 1998: 1637-1639
[c97]
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Rupert Young, Josef Kittler, Jiri Matas:
Hypothesis selection for scene interpretation using grammatical models of scene evolution. ICPR 1998: 1718-1720
[c96]
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Andrew Griffin, Terry Windeatt, Andrew J. Stoddart, Josef Kittler, Robert C. Crida:
An MRF approach for interpreting thermochromic paint. ICPR 1998: 1741-1743
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Kui Zhang, Josef Kittler:
Framework for Dynamically Reconfigurable Video Codec Using Multiple Coding Tools. SYBEN 1998: 528-537
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Maria Petrou, Nikos Georgis, Josef Kittler:
Sensitivity Analysis of Projective Geometry 3D Reconstruction. Theoretical Foundations of Computer Vision 1998: 255-264
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Farzin Mokhtarian, Sadegh Abbasi, Josef Kittler:
Efficient and Robust Retrieval by Shape Content through Curvature Scale Space. Image Databases and Multi-Media Search 1998: 51-58
1997
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Phil L. Palmer, Josef Kittler, Maria Petrou:
An Optimizing Line Finder Using a Hough Transform Algorithm. Comput. Vis. Image Underst. 67(1): 1-23 (1997)
[j77]
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Kui Zhang, Miroslaw Bober, Josef Kittler:
Image Sequence Coding Using Multiple-Level Segmentation and Affine Motion Estimation. IEEE J. Sel. Areas Commun. 15(9): 1704-1713 (1997)
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Josef Kittler, Anil K. Jain:
Obituary: Pierre Devijver. IEEE Trans. Pattern Anal. Mach. Intell. 19(10): 1057 (1997)
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Majid Mirmehdi, Phil L. Palmer, Josef Kittler:
Genetic optimisation of the image feature extraction process. Pattern Recognit. Lett. 18(4): 355-365 (1997)
[j74]
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Josef Kittler:
Obituary. Pattern Recognit. Lett. 18(5): 407-408 (1997)
[j73]
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Panagiota Bosdogianni, Heikki Kälviäinen, Maria Petrou, Josef Kittler:
Robust unmixing of large sets of mixed pixels. Pattern Recognit. Lett. 18(5): 415-424 (1997)
[j72]
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Josef Kittler, Jiri Matas, Kenneth Jonsson, M. Ulises Ramos Sánchez:
Combining evidence in personal identity verification systems. Pattern Recognit. Lett. 18(9): 845-852 (1997)
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Kieron Messer, Josef Kittler:
A comparison of colour texture attributes selected by statistical feature selection and neural network methods. Pattern Recognit. Lett. 18(11-13): 1241-1246 (1997)
[j70]
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Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt:
Strategies for combining classifiers employing shared and distinct pattern representations. Pattern Recognit. Lett. 18(11-13): 1373-1377 (1997)
[j69]
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Panagiota Bosdogianni, Maria Petrou, Josef Kittler:
Mixture models with higher order moments. IEEE Trans. Geosci. Remote. Sens. 35(2): 341-353 (1997)
[j68]
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Panagiota Bosdogianni, Maria Petrou, Josef Kittler:
Mixed pixel classification with robust statistics. IEEE Trans. Geosci. Remote. Sens. 35(3): 551-559 (1997)
[j67]
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Constantinos Boukouvalas, Josef Kittler, Radek Marik, Maria Petrou:
Automatic color grading of ceramic tiles using machine vision. IEEE Trans. Ind. Electron. 44(1): 132-135 (1997)
[j66]
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Leila Shafarenko, Maria Petrou, Josef Kittler:
Automatic watershed segmentation of randomly textured color images. IEEE Trans. Image Process. 6(11): 1530-1544 (1997)
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Josef Kittler, Yongping Li, Jiri Matas, M. Ulises Ramos Sánchez:
Lip-shape Dependent Face Verification. AVBPA 1997: 61-68
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M. Ulises Ramos Sánchez, Jiri Matas, Josef Kittler:
Statistical Chromaticity Models for Lip Tracking with B-splines. AVBPA 1997: 69-76
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Josef Kittler, Yongping Li, Jiri Matas, M. Ulises Ramos Sánchez:
Combining Evidence in Multimodal Personal Identity Recognition Systems. AVBPA 1997: 327-334
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Josef Kittler, S. A. Hojjatoleslami, Terry Windeatt:
Weighting Factors in Multiple Expert Fusion. BMVC 1997
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Jiri Matas, Kenneth Jonsson, Josef Kittler:
Fast Face Localisation and Verification. BMVC 1997
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Josef Kittler:
Probabilistic Relaxation: Potential, Relationships and Open Problems. EMMCVPR 1997: 393-408
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Kieron Messer, Josef Kittler:
Using feature selection to aid an iconic search through an image database. ICASSP 1997: 2605-2608
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M. Ulises Ramos Sánchez, Jiri Matas, Josef Kittler:
Statistical chromaticity-based lip tracking with B-splines. ICASSP 1997: 2973-2976
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Farzin Mokhtarian, Sadegh Abbasi, Josef Kittler:
A New Approach to Computation of Curvature Scale Space Image for Shape Similarity Retrieval. ICIAP (2) 1997: 140-147
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Jiri Matas, Soh Ling Min, Josef Kittler:
Object Recognition Using a Tag. ICIP (1) 1997: 877-880
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Ali Hojjatoleslami, Lucia Sardo, Josef Kittler:
An RBF based classifier for the detection of microcalcifications in mammograms with outlier rejection capability. ICNN 1997: 1379-1384
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Sadegh Abbasi, Farzin Mokhtarian, Josef Kittler:
Reliable Classification of Chrysanthemum Leaves through Curvature Scale Space. Scale-Space 1997: 284-295
1996
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Phil L. Palmer, Homam Dabis, Josef Kittler:
A Performance Measure for Boundary Detection Algorithms. Comput. Vis. Image Underst. 63(3): 476-494 (1996)
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William J. Christmas, Josef Kittler, Maria Petrou:
Probabilistic feature-labelling schemes: modelling compatibility coefficient distributions. Image Vis. Comput. 14(8): 617-625 (1996)
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Keng Yew Song, Josef Kittler, Maria Petrou:
Defect detection in random colour textures. Image Vis. Comput. 14(9): 667-683 (1996)
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Jana Novovicová, Pavel Pudil, Josef Kittler:
Divergence Based Feature Selection for Multimodal Class Densities. IEEE Trans. Pattern Anal. Mach. Intell. 18(2): 218-223 (1996)
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Athena Stassopoulou, Maria Petrou, Josef Kittler:
Bayesian and neural networks for geographic information processing. Pattern Recognit. Lett. 17(13): 1325-1330 (1996)
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Miroslaw Bober, Nikos Georgis, Josef Kittler:
On Accurate and Robust Estimation of Fundamental Matrix. BMVC 1996: 1-10
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William J. Christmas, Josef Kittler, Maria Petrou:
Error Propagation for 2D-to-3D Matching with Application to Underwater Navigation. BMVC 1996: 1-10
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Majid Mirmehdi, Phil L. Palmer, Josef Kittler, Homam Dabis:
Complex Feedback Strategies for Hypothesis Generation and Verification. BMVC 1996: 1-10
[c78]
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Farzin Mokhtarian, Sadegh Abbasi, Josef Kittler:
Robust and Efficient Shape Indexing through Curvature Scale Space. BMVC 1996: 1-10
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Lucia Sardo, Josef Kittler:
Complexity analysis of RBF networks for Pattern Recognition. CVPR 1996: 574-579
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Majid Mirmehdi, Radek Marík, Maria Petrou, Josef Kittler:
Structural fault detection in random macro textures. EUSIPCO 1996: 1-4
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Lucia Sardo, Josef Kittler:
RBF networks for density estimation. EUSIPCO 1996: 1-4
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Leila Shafarenko, Maria Petrou, Josef Kittler:
Noise modeling for smoothing the colour histogram. EUSIPCO 1996: 1-4
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Kui Zhang, Miroslaw Bober, Josef Kittler:
A low bit rate hierarchical video codec. EUSIPCO 1996: 1-4
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Lucia Sardo, Josef Kittler:
Asymptotic Complexity of an RBF NN for Correlated Data Representation. ICANN 1996: 71-76
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Kui Zhang, Miroslaw Bober, Josef Kittler:
Video coding using affine motion compensated prediction. ICASSP 1996: 1978-1981
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Kui Zhang, Miroslaw Bober, Josef Kittler:
A hybrid codec for very low bit rate video coding. ICIP (1) 1996: 641-644
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Henrik I. Christensen, Jiri Matas, Josef Kittler:
Using grammars for scene interpretation. ICIP (2) 1996: 793-796
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Maria Petrou, Petros Papachristou, Josef Kittler:
Error propagation analysis for edge postprocessing. ICIP (1) 1996: 861-864
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Lucia Sardo, Josef Kittler:
Minimum complexity estimator for RBF networks architecture selection. ICNN 1996: 137-142
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Zhimin Shao, Josef Kittler:
Fuzzy non-iterative ARG labeling with multiple interpretations. ICPR 1996: 181-185
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Heikki Kälviäinen, Panagiota Bosdogianni, Maria Petrou, Josef Kittler:
Mixed pixel classification with the randomized Hough transform. ICPR 1996: 576-580
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Lucia Sardo, Josef Kittler:
Minimum complexity PDF estimation for correlated data. ICPR 1996: 750-754
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Josef Kittler, Mohamad Hatef, Robert P. W. Duin:
Combining classifiers. ICPR 1996: 897-901
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Andrew Griffin, Josef Kittler, Terry Windeatt, Jiri Matas:
Techniques for the interpretation of thermal paint coated samples. ICPR 1996: 959-963
1995
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Stefano Fioravanti, Roberto Fioravanti, Francesco G. B. De Natale, Radek Marik, Majid Mirmehdi, Josef Kittler, Maria Petrou:
Spectral and rank order approaches to texture analysis. Eur. Trans. Telecommun. 6(3): 287-299 (1995)
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Paolo Remagnino, John Illingworth, Josef Kittler, Jiri Matas:
Intentional control of camera look direction and viewpoint in an active vision system. Image Vis. Comput. 13(2): 79-88 (1995)
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Jiri Matas, Radek Marik, Josef Kittler:
Colour-based object recognition under spectrally non-uniform illumination. Image Vis. Comput. 13(9): 663-669 (1995)
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Josef Kittler:
Welcome message from the IAPR President. Mach. Vis. Appl. 8(1): 1 (1995)
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Keng Yew Song, Maria Petrou, Josef Kittler:
Texture crack detection. Mach. Vis. Appl. 8(1): 63-75 (1995)
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William J. Christmas, Josef Kittler, Maria Petrou:
Structural Matching in Computer Vision Using Probabilistic Relaxation. IEEE Trans. Pattern Anal. Mach. Intell. 17(8): 749-764 (1995)
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Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler:
Feature selection based on the approximation of class densities by finite mixtures of special type. Pattern Recognit. 28(9): 1389-1398 (1995)
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Miroslaw Bober, Josef Kittler:
Combining the Hough Transform and Multiresolution MRF's for the Robust Motion Estimation. ACCV 1995: 91-100
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Petros Papachristou, Maria Petrou, Josef Kittler:
Line Postprocessing Using Probabilistic Relaxation and Relative Measurements. ACCV 1995: 383-392
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William J. Christmas, Josef Kittler, Maria Petrou:
Modelling Compatibility Coefficient Distributions for Probabilistic Feature-Labelling Schemes. BMVC 1995: 1-10
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Andrew J. Stoddart, Maria Petrou, Josef Kittler:
Probabilistic Relaxation as an Optimizer. BMVC 1995: 1-10
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Jiri Matas, Josef Kittler:
Spatial and Feature Space Clustering: Applications in Image Analysis. CAIP 1995: 162-173
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Andrew J. Stoddart, Maria Petrou, Josef Kittler:
A New Algorithm for Probabilistic Relaxation Based on the Baum Eagon Theorem. CAIP 1995: 674-679
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Pavel Pudil, Jana Novovicová, Francesc J. Ferri, Josef Kittler:
Advances in the Statistical Methodology for the Selection of Image Descriptors for Visual Pattern Representation and Classification. CAIP 1995: 832-837
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Mohamad Hatef, Josef Kittler:
Constraining Probabilistic Relaxation with Symbolic Attributes. CAIP 1995: 862-867
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Jiri Matas, Radek Marik, Josef Kittler:
On Representation and Matching of Multi-Coloured Objects. ICCV 1995: 726-732
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Jiri Matas, Zhimin Shao, Josef Kittler:
Estimation of Curvature and Tangent Direction by Median Filtered Differencing. ICIAP 1995: 83-88
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Mohamad Hatef, Josef Kittler:
Combining symbolic with numeric attributes in multi-class object recognition problems. ICIP (3) 1995: 364-367
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Kok Cheong Wong, H. C. Sim, Josef Kittler:
Recognition of two dimensional objects based on a novel generalized Hough transform method. ICIP (3) 1995: 376-379
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Kui Zhang, Miroslaw Bober, Josef Kittler:
Motion based image segmentation for video coding. ICIP (3) 1995: 476-479
1994
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Pavel Pudil, Jana Novovicová, Josef Kittler:
Simultaneous learning of decision rules and important attributes for classification problems in image analysis. Image Vis. Comput. 12(3): 193-198 (1994)
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Miroslaw Bober, Josef Kittler:
Estimation of complex multimodal motion: an approach based on robust statistics and Hough transform. Image Vis. Comput. 12(10): 661-668 (1994)
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John Princen, John Illingworth, Josef Kittler:
Hypothesis Testing: A Framework for Analyzing and Optimizing Hough Transform Performance. IEEE Trans. Pattern Anal. Mach. Intell. 16(4): 329-341 (1994)
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Phil L. Palmer, Josef Kittler, Maria Petrou:
Using focus of attention with the hough transform for accurate line parameter estimation. Pattern Recognit. 27(9): 1127-1134 (1994)
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Pavel Pudil, Jana Novovicová, Josef Kittler:
Floating search methods in feature selection. Pattern Recognit. Lett. 15(10): 1119-1125 (1994)
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Nikos Georgis, Maria Petrou, Josef Kittler:
Projective Geometry Based Image Reconstruction: Limitations and Applicability Constraints. BMVC 1994: 1-10
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Jiri Matas, Radek Marik, Josef Kittler:
Illumination Invariant Colour Recognition. BMVC 1994: 1-10
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Zhimin Shao, Josef Kittler:
Estimating Angles And Curvature Features In Grey Scale Images. BMVC 1994: 1-10
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Dekun Yang, Josef Kittler, George Matas:
Recognition of Cylindrical Objects Using Occluding Boundaries Obtained from Colour Based Segmentation. BMVC 1994: 1-10
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Miroslaw Bober, Josef Kittler:
Robust motion analysis. CVPR 1994: 947-952
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William J. Christmas, Josef Kittler, Maria Petrou:
Non-Iterative Contextual Correspondence Matching. ECCV (2) 1994: 137-142
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Kui Zhang, Miroslaw Bober, Josef Kittler:
Robust Motion Estimation and Multistage Vector Quantisation for Sequence Compression. ICIP (2) 1994: 452-456
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Phil L. Palmer, Homam Dabis, Josef Kittler:
A performance measure of boundary detection algorithms. ICPR (1) 1994: 17-21
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Dekun Yang, Josef Kittler:
MFT based discrete relaxation for matching high order relational structures. ICPR (2) 1994: 219-223
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Pavel Pudil, Francesc J. Ferri, Jana Novovicová, Josef Kittler:
Floating search methods for feature selection with nonmonotonic criterion functions. ICPR (2) 1994: 279-283
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Maria Petrou, Miroslaw Bober, Josef Kittler:
Multiresolution motion segmentation. ICPR (1) 1994: 379-383
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Josef Kittler, Radek Marik, Majid Mirmehdi, Maria Petrou, J. Song:
Detection of Defects in Colour Texture Surfaces. MVA 1994: 558-567
1993
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John Illingworth, Graeme A. Jones, Josef Kittler, Maria Petrou, John Princen:
Robust Statistical Methods of 2D and 3D Image Description. Ann. Math. Artif. Intell. 10(1-2): 125-148 (1993)
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Jiri Matas, Josef Kittler:
Junction detection using probabilistic relaxation. Image Vis. Comput. 11(4): 197-202 (1993)
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Kok Cheong Wong, Josef Kittler:
Recognizing polyhedral objects from a single perspective view. Image Vis. Comput. 11(4): 211-220 (1993)
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A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt:
Vanishing point detection. Image Vis. Comput. 11(4): 240-245 (1993)
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Siu-Fan Wu, Josef Kittler:
A Gradient-Based Method for General Motion Estimation and Segmentation. J. Vis. Commun. Image Represent. 4(1): 25-38 (1993)
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Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler:
An analysis of the Max-Min approach to feature selection and ordering. Pattern Recognit. Lett. 14(11): 841-847 (1993)
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Isaac Ng, Josef Kittler, John Illingworth:
Supervised segmentation using a multiresolution data representation. Signal Process. 31(2): 133-163 (1993)
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Miroslaw Bober, Josef Kittler:
Estimation of Complex Multimodal Motion: An Approach based on Robust Statistics and Hough Transform. BMVC 1993: 1-10
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Jiri Matas, Radek Marik, Josef Kittler:
Generation, Verification and Localization of Object Hypotheses based on Colour. BMVC 1993: 1-10
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Pavel Pudil, Jana Novovicová, Josef Kittler:
Automatic Machine Learning of Decision Rules for Classification Problems in Image Analysis. BMVC 1993: 1-10
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Nikos Georgis, Maria Petrou, Josef Kittler:
A Morphological Approach to the Generalised 2-stage Stock-Cutting Problem. CAIP 1993: 309-316
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Phil L. Palmer, Maria Petrou, Josef Kittler:
An optimisation approach to improving the accuracy of the Hough transform: plane orientations from skew symmetry. CVPR 1993: 682-683
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Phil L. Palmer, Maria Petrou, Josef Kittler:
Accurate line parameters from an optimising Hough Transform for vanishing point detection. ICCV 1993: 529-533
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Josef Kittler, William J. Christmas, Maria Petrou:
Probabilistic relaxation for matching problems in computer vision. ICCV 1993: 666-673
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Edwin R. Hancock, Josef Kittler:
A Bayesian interpretation for the Hopfield network. ICNN 1993: 341-346
1992
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John Princen, John Illingworth, Josef Kittler:
A formal definition of the Hough transform: Properties and relationships. J. Math. Imaging Vis. 1(2): 153-168 (1992)
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Jiri Matas, Josef Kittler:
Contextual Junction Finder. BMVC 1992: 1-10
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A. Tai, Josef Kittler, Maria Petrou, Terry Windeatt:
Vanishing Point Detection. BMVC 1992: 1-10
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Kok Cheong Wong, Josef Kittler:
Recognising Polyhedral Objects from a Single Perspective View. BMVC 1992: 1-10
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Paolo Remagnino, Josef Kittler, George Matas, John Illingworth:
On Computing the Next Look Camera Parameters in Active Vision. ECAI 1992: 806-807
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Stan Z. Li, Josef Kittler, Maria Petrou:
Matching and Recognition of Road Networks from Aerial Images. ECCV 1992: 857-861
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Pavel Pudil, Jana Novovicová, Svatopluk Bláha, Josef Kittler:
Multistage pattern recognition with reject option. ICPR (2) 1992: 92-95
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Edwin R. Hancock, Michal Haindl, Josef Kittler:
Multiresolution edge labelling using hierarchical relaxation. ICPR (2) 1992: 140-144
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Phil L. Palmer, Josef Kittler, Maria Petrou:
A Hough transform algorithm with a 2D hypothesis testing kernel. ICPR (3) 1992: 276-279
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H. M. Lee, Josef Kittler, Kok Cheong Wong:
Generalised Hough transform in object recognition. ICPR (3) 1992: 285-289
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Isaac Ng, Tele Tan, Josef Kittler:
On local linear transform and Gabor filter representation of texture. ICPR (3) 1992: 627-631
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Edwin R. Hancock, Josef Kittler:
Relaxational refinement of intensity ridges. ICPR (3) 1992: 759-763
1991
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Maria Petrou, Josef Kittler:
Optimal Edge Detectors for Ramp Edges. IEEE Trans. Pattern Anal. Mach. Intell. 13(5): 483-491 (1991)
[c17]
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A. Etemadi, J.-P. Schmidt, George Matas, John Illingworth, Josef Kittler:
Low-level Grouping of Straight Line Segments. BMVC 1991: 1-9
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Isaac Ng, Josef Kittler, John Illingworth:
Supervised Segmentation Using a Multi-resolution Data Representation. BMVC 1991: 1-9
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Kok Cheong Wong, Josef Kittler, John Illingworth:
Heuristically Guided Polygon Finding. BMVC 1991: 1-8
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Edwin R. Hancock, Josef Kittler:
Adaptive estimation of hysteresis thresholds. CVPR 1991: 196-201
1990
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John Princen, John Illingworth, Josef Kittler:
A hierarchical approach to line extraction based on the Hough transform. Comput. Vis. Graph. Image Process. 52(1): 57-77 (1990)
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H. K. Yuen, John Princen, John Illingworth, Josef Kittler:
Comparative study of Hough Transform methods for circle finding. Image Vis. Comput. 8(1): 71-77 (1990)
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Edwin R. Hancock, Josef Kittler:
Edge-Labeling Using Dictionary-Based Relaxation. IEEE Trans. Pattern Anal. Mach. Intell. 12(2): 165-181 (1990)
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Edwin R. Hancock, Josef Kittler:
Discrete relaxation. Pattern Recognit. 23(7): 711-733 (1990)
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Siu-Fan Wu, Josef Kittler:
A differential method for simultaneous estimation of rotation, change of scale and translation. Signal Process. Image Commun. 2(1): 69-80 (1990)
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Graeme A. Jones, John Princen, John Illingworth, Josef Kittler:
Robust estimation of shape parameters. BMVC 1990: 1-6
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John Princen, John Illingworth, Josef Kittler:
Hypothesis testing: a framework for analysing and optimising Hough transform performance. ICCV 1990: 427-434
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Edwin R. Hancock, Josef Kittler:
A label error process for discrete relaxation. ICPR (1) 1990: 523-528
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Siu-Fan Wu, Josef Kittler:
General motion estimation and segmentation. VCIP 1990

1980 – 1989

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1989
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Josef Kittler, Edwin R. Hancock:
Combining Evidence in Probabilistic Relaxation. Int. J. Pattern Recognit. Artif. Intell. 3(1): 29-52 (1989)
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H. K. Yuen, John Illingworth, Josef Kittler:
Detecting partially occluded ellipses using the Hough transform. Image Vis. Comput. 7(1): 31-37 (1989)
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Edwin R. Hancock, Josef Kittler:
Edge Postprocessing - A Comparative Study. Alvey Vision Conference 1989: 1-6
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H. K. Yuen, John Princen, John Illingworth, Josef Kittler:
A Comparative Study of Hough Transform Methods for Circle Finding. Alvey Vision Conference 1989: 1-6
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John Princen, John Illingworth, Josef Kittler:
A hierarchical approach to line extraction. CVPR 1989: 92-97
1988
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John Illingworth, Josef Kittler:
A survey of the hough transform. Comput. Vis. Graph. Image Process. 44(1): 87-116 (1988)
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Josef Kittler, David Pairman:
Optimality of reassignment rules in dynamic clustering. Pattern Recognit. 21(2): 169-174 (1988)
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Maria Petrou, Josef Kittler:
On the Optimal Edge Detector. Alvey Vision Conference 1988: 1-6
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H. K. Yuen, John Illingworth, Josef Kittler:
Ellipse Detection using the Hough Transform. Alvey Vision Conference 1988: 1-8
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Josef Kittler:
Pattern Recognition, BPRA 4th International Conference, Cambridge, UK, March 28-30, 1988, Proceedings. Lecture Notes in Computer Science 301, Springer 1988, ISBN 3-540-19036-8 [contents]
1987
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Josef Kittler, Edwin R. Hancock:
Contextual decision rule for region analysis. Image Vis. Comput. 5(2): 145-153 (1987)
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John Illingworth, Josef Kittler:
The Adaptive Hough Transform. IEEE Trans. Pattern Anal. Mach. Intell. 9(5): 690-698 (1987)
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Josef Kittler, J. Eggleton, John Illingworth, K. Paler:
An averaging edge detector. Pattern Recognit. Lett. 6(1): 27-32 (1987)
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K. Paler, K. M. Crennell, Josef Kittler, B. N. Dobbins, B. L. Button, Catherine Wykes:
Identification of fringe minima in electronic speckle pattern images. Pattern Recognit. Lett. 6(1): 33-44 (1987)
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John Illingworth, Josef Kittler:
A Survey of Efficient Hough Transform Methods. Alvey Vision Conference 1987: 1-8
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Josef Kittler, John Illingworth, V. Mallesh:
A Study of Optimisation Approaches to Probabilistic Relaxation Labelling on a 3 Node 2 Label Problem. Alvey Vision Conference 1987: 1-8
1986
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Josef Kittler, J. Föglein:
On compatibility and support functions in probabilistic relaxation. Comput. Vis. Graph. Image Process. 34(3): 257-267 (1986)
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Josef Kittler, John Illingworth:
Minimum error thresholding. Pattern Recognit. 19(1): 41-47 (1986)
1985
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Josef Kittler, John Illingworth, J. Föglein:
Threshold selection based on a simple image statistic. Comput. Vis. Graph. Image Process. 30(2): 125-147 (1985)
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Josef Kittler, John Illingworth:
Relaxation labelling algorithms - a review. Image Vis. Comput. 3(4): 206-216 (1985)
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Josef Kittler, John Illingworth:
On threshold selection using clustering criteria. IEEE Trans. Syst. Man Cybern. 15(5): 652-655 (1985)
1984
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Josef Kittler, J. Föglein:
Contextual classification of multispectral pixel data. Image Vis. Comput. 2(1): 13-29 (1984)
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K. Paler, J. Föglein, John Illingworth, Josef Kittler:
Local ordered grey levels as an aid to corner detection. Pattern Recognit. 17(5): 535-543 (1984)
1983
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Josef Kittler:
On the accuracy of the Sobel edge detector. Image Vis. Comput. 1(1): 37-42 (1983)
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Josef Kittler, John Illingworth, K. Paler:
The magnitude accuracy of the template edge detector. Pattern Recognit. 16(6): 607-613 (1983)
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J. Föglein, Josef Kittler:
The effect of pixel correlations on class separability. Pattern Recognit. Lett. 1(5-6): 401-407 (1983)
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K. Paler, Josef Kittler:
Greylevel edge thinning: A new method. Pattern Recognit. Lett. 1(5-6): 409-416 (1983)
1982
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Josef Kittler, Pierre A. Devijver:
Statistical Properties of Error Estimators in Performance Assessment of Recognition Systems. IEEE Trans. Pattern Anal. Mach. Intell. 4(2): 215-220 (1982)
1981
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Josef Kittler, Pierre A. Devijver:
An efficient estimator of pattern recognition system error probability. Pattern Recognit. 13(3): 245-249 (1981)
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Josef Kittler:
Editorial. Pattern Recognit. 14(1-6): 1 (1981)
1980
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Josef Kittler, Pierre A. Devijver:
The Probability Distribution of Conditional Classification Error. IEEE Trans. Pattern Anal. Mach. Intell. 2(3): 259-261 (1980)
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Josef Kittler, Louis-François Pau:
Automatic inspection by lots in the presence of classification errors. Pattern Recognit. 12(4): 237-241 (1980)

1970 – 1979

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1979
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Josef Kittler:
Comments on "single-link characteristics of a mode-seeking clustering algorithm". Pattern Recognit. 11(1): 71-73 (1979)
1978
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Josef Kittler:
Classification of Incomplete Pattern Vectors Using Modified Discriminant Functions. IEEE Trans. Computers 27(4): 367-375 (1978)
1977
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Josef Kittler:
A Method for Determining Class Subspaces. Inf. Process. Lett. 6(3): 77-79 (1977)
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Josef Kittler:
On the Discriminant Vector Method of Feature Selection. IEEE Trans. Computers 26(6): 604-606 (1977)
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Josef Kittler:
The Discriminant Function Approach to Classification of Incomplete Pattern Vectors. IFIP Congress 1977: 247-251
1976
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Josef Kittler:
A locally sensitive method for cluster analysis. Pattern Recognit. 8(1): 23-33 (1976)
1975
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Josef Kittler:
Mathematics Methods of Feature Selection in Pattern Recognition. Int. J. Man Mach. Stud. 7(5): 609-637 (1975)
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Josef Kittler:
On the Divergence and the Joshi Dependence Measure in Feature Selection. Inf. Process. Lett. 3(5): 135-137 (1975)
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Josef Kittler:
A nonlinear distance metric criterion for feature selection in the measurement space. Inf. Sci. 9(4): 359-363 (1975)
1974
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Josef Kittler:
Development and application of pattern recognition techniques. University of Cambridge, UK, 1974
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P. Young, Josef Kittler:
"Foundations of the Theory of Learning Systems, " by Ya. Z. Tsypkin (Book Review). Int. J. Man Mach. Stud. 6(6): 731-734 (1974)
1973
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Josef Kittler, Peter C. Young:
A new approach to feature selection based on the Karhunen-Loeve expansion. Pattern Recognit. 5(4): 335-352 (1973)
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Josef Kittler:
A New Feature Selection Procedure for Pattern Recognition Based on Supervised Learning. Optimization Techniques 1973: 218-229

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