MCMC-Based Particle Filtering for Tracking a Variable Number of Interacting Targets.
Zia KhanTucker R. BalchFrank DellaertPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2005)
Keyphrases
- particle filtering
- particle filter
- visual tracking
- multiple targets
- kalman filter
- contour tracking
- object tracking
- dynamic bayesian networks
- appearance model
- mean shift
- kalman filtering
- real time tracking
- data association
- bayesian filtering
- importance sampling
- human body tracking
- video tracking
- robust object tracking
- human motion
- multiple object tracking
- state estimation
- proposal distribution
- articulated hand
- markov chain monte carlo
- video sequences
- moving target
- articulated body
- image segmentation
- observation model
- sequential monte carlo
- motion model
- monte carlo