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2020 – today

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2024
[j29]
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Honggui Li, Nahid Md Lokman Hossain, Maria Trocan, Dimitri Galayko, Mohamad Sawan:
CMISR: Circular medical image super-resolution. Eng. Appl. Artif. Intell. 133: 108222 (2024)
[j28]
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Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Marie-José Montpetit, Reza Ehsani:
Artificial Intelligence of Things (AIoT) for smart agriculture: A review of architectures, technologies and solutions. J. Netw. Comput. Appl. 228: 103905 (2024)
[j27]
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Muhammad Fahimullah, Shohreh Ahvar, Mihir Agarwal, Maria Trocan:
Machine learning-based solutions for resource management in fog computing. Multim. Tools Appl. 83(8): 23019-23045 (2024)
[c68]
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Annika Van Buren, Audrey Kwan, Harald. H. Rietdijk, Talko B. Dijkhuis, Patricia Conde-Cespedes, Hilbrand Oldenhuis, Maria Trocan:
A Clustering Approach for Personalized Coaching Applications. ICCCI (CCIS Volume 2) 2024: 351-363
[c67]
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Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Reza Ehsani:
A Multi-Farm Irrigation Scheduling System (MISS) for Arid and Semi-Arid Regions: A Realistic Scenario. ISCAS 2024: 1-5
[i9]
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Honggui Li, Sinan Chen, Nahid Md Lokman Hossain, Maria Trocan, Beata Mikovicova, Muhammad Fahimullah, Dimitri Galayko, Mohamad Sawan:
CIC: Circular Image Compression. CoRR abs/2407.15870 (2024)
2023
[j26]
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Davide Moroni, Maria Trocan, Behçet Ugur Töreyin:
Guest Editorial on the Special Issue on the Role of Fuzzy Systems on Biomedical Science in Healthcare. Comput. Intell. 39(6): 928-929 (2023)
[j25]
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Muhammad Fahimullah, Guillaume Philippe, Shohreh Ahvar, Maria Trocan:
Simulation Tools for Fog Computing: A Comparative Analysis. Sensors 23(7): 3492 (2023)
[j24]
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Ayoub El Qadi, Maria Trocan, Natalia Díaz Rodríguez, Thomas Frossard:
Feature contribution alignment with expert knowledge for artificial intelligence credit scoring. Signal Image Video Process. 17(2): 427-434 (2023)
[j23]
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Ayoub El Qadi, Maria Trocan, Natalia Díaz Rodríguez, Thomas Frossard:
Correction to: Feature contribution alignment with expert knowledge for artificial intelligence credit scoring. Signal Image Video Process. 17(4): 1743 (2023)
[j22]
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Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko:
ICRICS: iterative compensation recovery for image compressive sensing. Signal Image Video Process. 17(6): 2953-2969 (2023)
[c66]
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Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko:
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution. AICAS 2023: 1-5
[c65]
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Ayoub El Qadi, Maria Trocan, Patricia Conde Céspedes, Thomas Frossard:
Predicting Corporate Solvency using Sentiment Analysis of Risk Analyst Textual Assessments. CiSt 2023: 277-281
[c64]
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Scalable Missing Data Imputation With Graph Neural Networks. ICASSP Workshops 2023: 1-5
[c63]
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Ayoub El Qadi, Maria Trocan, Patricia Conde Céspedes, Thomas Frossard, Natalia Díaz Rodríguez:
Credit Risk Scoring Using a Data Fusion Approach. ICCCI 2023: 769-781
[c62]
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Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan:
Performance Evaluation of Machine Learning Algorithms for a Cluster-based Crop Recommendation System. SITIS 2023: 441-445
[i8]
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  - journals/corr/abs-2301-08749
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Honggui Li, Maria Trocan, Mohamad Sawan, Dimitri Galayko:
CSwin2SR: Circular Swin2SR for Compressed Image Super-Resolution. CoRR abs/2301.08749 (2023)
[i7]
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  - journals/corr/abs-2308-08567
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Honggui Li, Maria Trocan, Dimitri Galayko, Mohamad Sawan:
CMISR: Circular Medical Image Super-Resolution. CoRR abs/2308.08567 (2023)
2022
[c61]
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  - conf/aciids/FahimullahGAT22
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Muhammad Fahimullah, Rohit Gupta, Shohreh Ahvar, Maria Trocan:
Explaining Predictive Scheduling in Cloud. ACIIDS (Companion) 2022: 81-91
[c60]
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Graph Neural Networks-Based Multilabel Classification of Citation Network. ACIIDS (2) 2022: 128-140
[c59]
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Comparison between Inductive and Transductive Learning in a Real Citation Network using Graph Neural Networks. ASONAM 2022: 534-540
[c58]
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Patch Selection for Melanoma Classification. ICCCI 2022: 148-159
[c57]
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  - conf/medes/Balasubramaniyan22
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Sankari Balasubramaniyan, Mathieu Thevenin, Frédéric Amiel, Maria Trocan:
Graphene Detection System. MEDES 2022: 64-69
[c56]
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Ayoub El Qadi, Maria Trocan, Thomas Frossard, Natalia Díaz Rodríguez:
Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models. MEDES 2022: 115-122
[c55]
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Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan:
A User-friendly AIoT-Based Crop Recommendation system (UACR): concept and architecture. SITIS 2022: 569-576
[i6]
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  - journals/corr/abs-2206-13626
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Patch Selection for Melanoma Classification. CoRR abs/2206.13626 (2022)
[i5]
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  - journals/corr/abs-2207-09594
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Honggui Li, Maria Trocan, Dimitri Galayko, Mohamad Sawan:
ICRICS: Iterative Compensation Recovery for Image Compressive Sensing. CoRR abs/2207.09594 (2022)
[i4]
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  - journals/corr/abs-2209-03066
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Muhammad Fahimullah, Shohreh Ahvar, Maria Trocan:
A Review of Resource Management in Fog Computing: Machine Learning Perspective. CoRR abs/2209.03066 (2022)
2021
[j21]
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Honggui Li, Dimitri Galayko, Maria Trocan:
Multi-level adaptive neuro-fuzzy inference system-based reconstruction of 1D ISOMAP representations. Fuzzy Sets Syst. 411: 155-173 (2021)
[j20]
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Ercument Yilmaz, Maria Trocan:
A modified version of GoogLeNet for melanoma diagnosis. J. Inf. Telecommun. 5(3): 395-405 (2021)
[j19]
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  - journals/ojcands/HamzaouiOT21
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Raouf Hamzaoui, Noel E. O'Connor, Maria Trocan:
Guest Editorial Special Section on IEEE ICME 2020. IEEE Open J. Circuits Syst. 2: 323-324 (2021)
[c54]
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Guillaume Lachaud, Patricia Conde Céspedes, Maria Trocan:
Entropy Role on Patch-Based Binary Classification for Skin Melanoma. ICCCI (CCIS Volume) 2021: 324-333
[c53]
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Sankari Balasubramaniyan, François Parmentier, Preden Roulleau, Mathieu Thevenin, Alexis Brenes, Maria Trocan:
Detection of Monolayer Graphene. ICCCI 2021: 784-791
[i3]
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  - journals/corr/abs-2103-08359
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Ayoub El Qadi, Natalia Díaz Rodríguez, Maria Trocan, Thomas Frossard:
Explaining Credit Risk Scoring through Feature Contribution Alignment with Expert Risk Analysts. CoRR abs/2103.08359 (2021)
[i2]
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  - journals/corr/abs-2107-00002
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Honggui Li, Dimitri Galayko, Maria Trocan, Mohamad Sawan:
Cascade Decoders-Based Autoencoders for Image Reconstruction. CoRR abs/2107.00002 (2021)
[i1]
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  - journals/corr/abs-2111-14260
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Adrien Bennetot, Ivan Donadello, Ayoub El Qadi, Mauro Dragoni, Thomas Frossard, Benedikt Wagner, Anna Saranti, Silvia Tulli, Maria Trocan, Raja Chatila, Andreas Holzinger, Artur S. d'Avila Garcez, Natalia Díaz Rodríguez:
A Practical Tutorial on Explainable AI Techniques. CoRR abs/2111.14260 (2021)
2020
[j18]
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Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan:
Unsupervised Satellite Image Time Series Clustering Using Object-Based Approaches and 3D Convolutional Autoencoder. Remote. Sens. 12(11): 1816 (2020)
[j17]
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Ekaterina Kalinicheva, Dino Ienco, Jérémie Sublime, Maria Trocan:
Unsupervised Change Detection Analysis in Satellite Image Time Series Using Deep Learning Combined With Graph-Based Approaches. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 1450-1466 (2020)
[j16]
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Marco Trevisi, Ali Akbari, Maria Trocan, Ángel Rodríguez-Vázquez, Ricardo Carmona-Galán:
Compressive Imaging Using RIP-Compliant CMOS Imager Architecture and Landweber Reconstruction. IEEE Trans. Circuits Syst. Video Technol. 30(2): 387-399 (2020)
[j15]
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Ali Akbari, Maria Trocan, Saeid Sanei, Bertrand Granado:
Joint Sparse Learning With Nonlocal and Local Image Priors for Image Error Concealment. IEEE Trans. Circuits Syst. Video Technol. 30(8): 2559-2574 (2020)
[c52]
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Ercument Yilmaz, Maria Trocan:
Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures. ACIIDS (1) 2020: 514-524
[c51]
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Florent Favole, Maria Trocan, Ercument Yilmaz:
Melanoma Detection Using Deep Learning. ICCCI 2020: 816-824

2010 – 2019

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2019
[j14]
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
Image compression in resource-constrained eye tracking devices. J. Inf. Telecommun. 3(3): 342-360 (2019)
[j13]
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Honggui Li, Maria Trocan:
Sparse reconstruction of ISOMAP representations. J. Intell. Fuzzy Syst. 37(6): 7519-7536 (2019)
[j12]
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Honggui Li, Maria Trocan:
Deep learning of smartphone sensor data for personal health assistance. Microelectron. J. 88: 164-172 (2019)
[c50]
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  - conf/aciids/KadaikarTACGEBO19
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Aysha Kadaikar, Maria Trocan, Frédéric Amiel, Patricia Conde Céspedes, Benjamin Guinot, Roland Sarda Estève, Dominique Baisnée, Gilles Oliver:
Sharp Images Detection for Microscope Pollen Slides Observation. ACIIDS (1) 2019: 661-671
[c49]
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Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan:
Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. ICANN (3) 2019: 637-648
[c48]
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Frédéric Amiel, Boubacar Barry, Anand Krishnamoorthy, Maria Trocan, Marc Swynghedauw:
Real Time Region of Interest Determination and Implementation with Integral Image. ICCCI (2) 2019: 629-638
[c47]
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Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan:
Object-Based Change Detection in Satellite Images Combined with Neural Network Autoencoder Feature Extraction. IPTA 2019: 1-6
2018
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Honggui Li, Maria Trocan:
Deep neural network based single pixel prediction for unified video coding. Neurocomputing 272: 558-570 (2018)
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
Feature-Based Image Compression. ACIIDS (1) 2018: 454-465
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Ekaterina Kalinicheva, Jérémie Sublime, Maria Trocan:
Neural Network Autoencoder for Change Detection in Satellite Image Time Series. ICECS 2018: 641-642
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Honggui Li, Maria Trocan:
Deep Residual Learning-based Reconstruction of Stacked Autoencoder Representation. ICECS 2018: 655-656
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Ali Akbari, Marco Trevisi, Maria Trocan:
Adaptive Compressed Sensing Image Reconstruction Using Binary Measurement Matrices. ICECS 2018: 659-660
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Ali Akbari, Maria Trocan:
Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix. ICIP 2018: 1832-1836
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Honggui Li, Maria Trocan:
Sparse Solution to Inverse Problem of Nonlinear Dimensionality Reduction. MISSI 2018: 322-331
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Ali Akbari, Maria Trocan:
Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations. MMSP 2018: 1-5
2017
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Ali Akbari, Maria Trocan, Bertrand Granado:
Sparse Recovery-Based Error Concealment. IEEE Trans. Multim. 19(6): 1339-1350 (2017)
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Umang Aggarwal, Maria Trocan, François-Xavier Coudoux:
An HVS-inspired video deinterlacer based on visual saliency. Vietnam. J. Comput. Sci. 4(1): 61-69 (2017)
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Honggui Li, Maria Trocan:
Personal Health Indicators by Deep Learning of Smart Phone Sensor Data. CYBCONF 2017: 1-5
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Ali Akbari, Maria Trocan, Bertrand Granado:
Image error concealment based on joint sparse representation and non-local similarity. GlobalSIP 2017: 6-10
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
Neural Network Based Eye Tracking. ICCCI (2) 2017: 600-609
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Ali Akbari, Maria Trocan, Bernard Granado:
Joint-domain dictionary learning-based error concealment using common space mapping. DSP 2017: 1-5
2016
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Umang Aggarwal, Maria Trocan, François-Xavier Coudoux:
Spectral Saliency-Based Video Deinterlacing. ICCCI (1) 2016: 590-598
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Honggui Li, Maria Trocan, Carmona-G. Ricardo, Marco Trevisi:
A compressive domain saliency-based adaptive measurement method for image recovery. ICECS 2016: 427-428
[c33]
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
Image quality impact for eye tracking systems accuracy. ICECS 2016: 429-431
[c32]
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Ali Akbari, Diana Mandache, Maria Trocan, Bertrand Granado:
Adaptive saliency-based compressive sensing image reconstruction. ICME Workshops 2016: 1-6
[c31]
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
An image compression for embedded eye-tracking applications. INISTA 2016: 1-5
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Ali Akbari, Maria Trocan, Bertrand Granado:
Image compression using adaptive sparse representations over trained dictionaries. MMSP 2016: 1-6
[c29]
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Ali Akbari, Maria Trocan, Bertrand Granado:
Image error concealment using sparse representations over a trained dictionary. PCS 2016: 1-5
2015
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Maria Trocan, François-Xavier Coudoux:
Saliency-Guided Video Deinterlacing. ICCCI (2) 2015: 24-33
[c27]
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Pavel Morozkin, Marc Swynghedauw, Maria Trocan:
Design of an embedded image acquisition system. ICECS 2015: 504-505
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Frédéric Amiel, Boubacar Barry, Maria Trocan, Marc Swynghedauw:
Real time image compression for eye tracking applications. LASCAS 2015: 1-4
[c25]
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Ali Akbari, Maria Trocan:
Sparse recovery-based error concealment for multiview images. IWCIM 2015: 1-5
2014
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David G. Michelson, Maria Trocan, Wen Tong:
Communications education and training: expanding the student experience [Guest Editorial]. IEEE Commun. Mag. 52(12): 96-97 (2014)
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Frédéric Amiel, Dieudonné Abboud, Maria Trocan:
A project oriented learning experience for teaching electronics fundamentals. IEEE Commun. Mag. 52(12): 98-100 (2014)
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Maria Trocan:
Motion-compensated TV-reconstruction-based video deinterlacing. Int. J. Intell. Inf. Database Syst. 8(3): 209-223 (2014)
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Maria Trocan, Eric W. Tramel, James E. Fowler, Béatrice Pesquet:
Compressed-sensing recovery of multiview image and video sequences using signal prediction. Multim. Tools Appl. 72(1): 95-121 (2014)
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Shaunak Ganguly, Shaumik Ganguly, Maria Trocan:
An Overlapped Motion Compensated Approach for Video Deinterlacing. ICCCI 2014: 644-652
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Frédéric Amiel, Boubacar Barry, Maria Trocan:
A contour preserving FPGA architecture for PAL to XGA format conversion. NEWCAS 2014: 205-208
[c22]
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Shiyang Xu, Maria Trocan:
Content-based video fingerprinting method for fast key generation and retrieval. SIU 2014: 2306-2309
[c21]
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Julide Gulen Alaydin, Seden Hazal Gulen, Maria Trocan, Behcet Ugur Töreyin:
Graph-cut-based compression algorithm for compressed-sensed image acquisition. SIU 2014: 2310-2313
2013
[c20]
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Prateek Murgai, Maria Trocan:
Spatial edge directed video deinterlacing. DASIP 2013: 357-358
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Maria Trocan, Béatrice Pesquet:
A Graph-Cut-Based Smooth Quantization Approach for Image Compression. ICCCI 2013: 498-506
2012
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Maria Trocan, Beata Mikovicova, Daulet Zhanguzin:
An adaptive motion-compensated approach for video deinterlacing. Multim. Tools Appl. 61(3): 819-837 (2012)
[c18]
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Rafael Galvão de Oliveira, Maria Trocan, Béatrice Pesquet-Popescu:
An H.264/AVC inverse transform adaptation method for video streaming applications. EUSIPCO 2012: 2762-2766
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Maria Trocan:
A Sparse Reconstruction Approach to Video Deinterlacing. MISSI 2012: 25-33
2011
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Rafael Galvão de Oliveira, Maria Trocan, Béatrice Pesquet-Popescu, Nicolas Tizon:
An adaptive framework for H.264 optimized encoding. EUVIP 2011: 56-60
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Rafael Galvão de Oliveira, Béatrice Pesquet-Popescu, Maria Trocan:
Inter prediction using lapped transforms for advanced video coding. ICIP 2011: 3705-3708
[c14]
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Maria Trocan, Beata Mikovicova:
Smooth motion-compensated video deinterlacing. ISPA 2011: 143-148
2010
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Florence Rossant, Beata Mikovicova, Mathieu Adam, Maria Trocan:
A Robust Iris Identification System Based on Wavelet Packet Decomposition and Local Comparisons of the Extracted Signatures. EURASIP J. Adv. Signal Process. 2010 (2010)
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Daulet Zhanguzin, Maria Trocan, Beata Mikovicova:
An Edge-Preserving Motion-Compensated Approach for Video Deinterlacing. FMN 2010: 57-62
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Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu:
Compressed sensing of multiview images using disparity compensation. ICIP 2010: 3345-3348
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Maria Trocan, Thomas Maugey, James E. Fowler, Béatrice Pesquet-Popescu:
Disparity-compensated compressed-sensing reconstruction for multiview images. ICME 2010: 1225-1229
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Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Béatrice Pesquet-Popescu:
Multistage compressed-sensing reconstruction of multiview images. MMSP 2010: 111-115

2000 – 2009

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2009
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Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler, Charles Yaacoub:
Block-based graph-cut rate allocation for subband image compression and transmission over wireless networks. MobiMedia 2009
2008
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Jens-Uwe Garbas, Béatrice Pesquet-Popescu, Maria Trocan, André Kaup:
Wavelet-based multi-view video coding with joint best basis wavelet packets. ICIP 2008: 1232-1235
2007
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Georgia Feideropoulou, Maria Trocan, James E. Fowler, Béatrice Pesquet-Popescu, Jean-Claude Belfiore:
Rotated Constellations for Video Transmission Over Rayleigh Fading Channels. IEEE Signal Process. Lett. 14(9): 629-632 (2007)
[c7]
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Maria Trocan, Béatrice Pesquet-Popescu:
Graph-cut rate-distortion optimization for subband image compression. EUSIPCO 2007: 826-830
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Maria Trocan, Béatrice Pesquet-Popescu, James E. Fowler:
Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression. ICIP (3) 2007: 169-172
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Maria Trocan, Béatrice Pesquet-Popescu:
Video coding with fully separable wavelet and wavelet packet transforms. VCIP 2007: 65080W
2006
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Georgia Feideropoulou, Maria Trocan, James E. Fowler, Béatrice Pesquet-Popescu, Jean-Claude Belfiore:
Joint source-channel coding with partially coded index assignment for robust scalable video. IEEE Signal Process. Lett. 13(4): 201-204 (2006)
[c4]
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B. Ugur Töreyin, Maria Trocan, Béatrice Pesquet-Popescu, A. Enis Çetin:
Linear and nonlinear temporal prediction employing lifting structures for scalable video coding. EUSIPCO 2006: 1-3
[c3]
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B. Ugur Töreyin, Maria Trocan, Béatrice Pesquet-Popescu, A. Enis Çetin:
Lms Based Adaptive Prediction for Scalable Video Coding. ICASSP (2) 2006: 37-40
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Maria Trocan, Christophe Tillier, Béatrice Pesquet-Popescu, Mihaela van der Schaar:
A 5-band Temporal Lifting Scheme for Video Surveillance. MMSP 2006: 278-281
2005
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Maria Trocan, Béatrice Pesquet-Popescu:
Scene-Cut Processing in Motion-Compensated Temporal Filtering. ACIVS 2005: 292-299

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