Overview of Bayesian sequential Monte Carlo methods for group and extended object tracking.
Lyudmila MihaylovaAvishy CarmiFrançois SeptierAmadou GningSze Kim PangSimon J. GodsillPublished in: Digit. Signal Process. (2014)
Keyphrases
- object tracking
- particle filter
- image sequences
- video sequences
- mean shift
- appearance model
- sequential monte carlo methods
- moving objects
- sparse representation
- computer vision
- visual tracking
- motion detection
- bayesian networks
- video surveillance
- partial occlusion
- maximum likelihood
- signal processing
- image classification
- pairwise
- reinforcement learning
- multiscale