Smart particle filtering for high-dimensional tracking.
Matthieu BrayEsther Koller-MeierLuc Van GoolPublished in: Comput. Vis. Image Underst. (2007)
Keyphrases
- particle filtering
- high dimensional
- particle filter
- visual tracking
- object tracking
- contour tracking
- human motion capture
- bayesian filtering
- real time tracking
- human body tracking
- kalman filter
- mean shift
- kalman filtering
- hand tracking
- markerless
- appearance model
- multi object tracking
- articulated hand
- particle filtering algorithm
- importance sampling
- conditional density
- state estimation
- sequential monte carlo
- human motion
- articulated body
- multiple targets
- ego motion estimation
- tracking framework
- robust object tracking
- video tracking
- dynamic bayesian networks
- observation model
- state space
- nearest neighbor
- multiple object tracking
- proposal distribution
- tracking scheme
- higher order
- video sequences
- dimensionality reduction
- low dimensional
- data points
- motion model
- robust tracking
- probability distribution