Particle Filters for Efficient Meter Tracking with Dynamic Bayesian Networks.
Ajay SrinivasamurthyAndre HolzapfelAli Taylan CemgilXavier SerraPublished in: ISMIR (2015)
Keyphrases
- particle filtering
- particle filter
- dynamic bayesian networks
- visual tracking
- object tracking
- kalman filter
- appearance model
- mean shift
- multiple object tracking
- motion model
- robust tracking
- state space
- bayesian filtering
- tracking framework
- sequential monte carlo
- dynamic systems
- human motion
- proposal distribution
- articulated body
- image sequences
- abrupt motion
- density function
- prior knowledge
- state variables
- bayesian inference
- regression model
- higher order