Parallel Subspace Sampling for Particle Filtering in Dynamic Bayesian Networks.
Eva Besada-PortasSergey M. PlisJesús Manuel de la CruzTerran LanePublished in: ECML/PKDD (1) (2009)
Keyphrases
- particle filtering
- dynamic bayesian networks
- proposal distribution
- particle filter
- visual tracking
- kalman filter
- human motion
- mean shift
- appearance model
- object tracking
- bayesian networks
- random sampling
- sample size
- feature space
- density function
- image sequences
- computer vision
- dimensionality reduction
- principal component analysis
- parameter space
- least squares