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