Top-down particle filtering for Bayesian decision trees.
Balaji LakshminarayananDaniel M. RoyYee Whye TehPublished in: ICML (3) (2013)
Keyphrases
- particle filtering
- decision trees
- bayesian filtering
- visual tracking
- proposal distribution
- particle filter
- sequential monte carlo
- contour tracking
- human motion
- appearance model
- kalman filter
- state estimation
- markov chain monte carlo
- conditional density
- human motion capture
- kalman filtering
- bayesian inference
- multiple hypotheses
- importance sampling
- swarm intelligent
- ego motion estimation
- dynamic bayesian networks
- object tracking
- video tracking
- mean shift
- human body tracking
- bayesian networks
- posterior distribution
- multiple targets
- image processing
- maximum likelihood
- density function
- tracking framework
- data association
- articulated hand