Probabilistic Image-Based Tracking: Improving Particle Filtering.
Daniel RoweIgnasi RiusJordi GonzàlezF. Xavier RocaJuan José VillanuevaPublished in: IbPRIA (1) (2005)
Keyphrases
- particle filtering
- particle filter
- visual tracking
- object tracking
- kalman filter
- kalman filtering
- real time tracking
- mean shift
- appearance model
- contour tracking
- particle filtering algorithm
- human motion capture
- conditional density
- tracking framework
- articulated hand
- markerless
- bayesian filtering
- human body tracking
- hand tracking
- dynamic bayesian networks
- multiple targets
- state estimation
- bayesian networks
- human motion
- robust object tracking
- video tracking
- multi object tracking
- tracking scheme
- multiple object tracking
- importance sampling
- sequential monte carlo
- articulated body
- proposal distribution
- optimal solution
- density function
- robust tracking
- computer vision
- motion model
- posterior probability
- pose estimation
- generative model