Adaptive Parallel/Serial Sampling Mechanisms for Particle Filtering in Dynamic Bayesian Networks.
Eva Besada-PortasSergey M. PlisJesús Manuel de la CruzTerran LanePublished in: ECML/PKDD (1) (2010)
Keyphrases
- particle filtering
- dynamic bayesian networks
- particle filter
- sequential monte carlo
- visual tracking
- proposal distribution
- human motion
- appearance model
- object tracking
- bayesian networks
- kalman filter
- mean shift
- approximate inference
- state variables
- structure learning
- computer vision
- sample size
- human body
- random sampling
- probabilistic model
- video sequences