Particle filtering and sparse sampling for multi-person 3D tracking.
Cristian Canton-FerrerJosep R. CasasMontse PardàsRossella SblendidoPublished in: ICIP (2008)
Keyphrases
- particle filtering
- sparse sampling
- particle filter
- visual tracking
- object tracking
- articulated hand
- particle filtering algorithm
- mean shift
- kalman filter
- human body tracking
- kalman filtering
- contour tracking
- hand tracking
- bayesian filtering
- real time tracking
- multi object tracking
- tracking scheme
- markerless
- appearance model
- robust object tracking
- tracking framework
- state estimation
- sequential monte carlo
- video tracking
- human motion capture
- importance sampling
- observation model
- conditional density
- dynamic bayesian networks
- density function
- multiple object tracking
- human motion
- multiple targets
- ego motion estimation
- face tracking
- state space
- proposal distribution
- articulated body
- multi target tracking
- feature extraction
- partial occlusion
- degrees of freedom
- augmented reality
- dynamic programming
- search algorithm