Particle filter track-before-detect implementation on GPU
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Feb 19, 2013 · Track-before-detect (TBD) based on the particle filter (PF) algorithm is known for its outstanding performance in detecting and tracking of ...
Track-before-detect (TBD) based on the particle filter (PF) algorithm is known for its outstanding performance in detecting and tracking of weak targets.
Oct 22, 2024 · Track-before-detect (TBD) based on the particle filter (PF) algorithm is known for its outstanding performance in detecting and tracking of ...
Effective implementation of the PF-based track-before-detect based on the particle filter algorithm on the graphics processing units (GPU) can be reduced by ...
Track-before-detect (TBD) based on the particle filter (PF) algorithm is known for its outstanding performance in detecting and tracking of weak targets.
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What is a particle filter for track before detect?
Rutten MG, Gordon NJ, Maskell S: Efficient Particle based track before detect in Rayleigh noise. In Proceedings of SPIE, Signal and Data Processing of Small ...
Particle filter track-before-detect implementation on GPU · Abstract · Similar works · Full text.
Particle Filter Track-Before-Detect Implementation on GPU. https://doi.org/10.1007/978-1-4614-5803-6_16. Journal: Lecture Notes in Electrical Engineering ...
Abstract—This paper presents a particle filtering approach for 6-DOF object pose tracking using an RGB-D camera. Our particle filter is massively ...
The tracking is achieved by a particle filter using appearance-adaptive models. The tracker yields promising GPU/CPU speed-up. We demonstrate that the GPU ...