Tracking of Multi-state Hand Models Using Particle Filtering and a Hierarchy of Multi-scale Image Features.
Ivan LaptevTony LindebergPublished in: Scale-Space (2001)
Keyphrases
- particle filtering
- conditional density
- particle filter
- visual tracking
- state estimation
- hand tracking
- dynamic bayesian networks
- articulated hand
- multiscale
- image features
- appearance model
- object tracking
- kalman filter
- kalman filtering
- real time tracking
- mean shift
- video tracking
- observation model
- markerless
- human body tracking
- bayesian filtering
- articulated body
- human motion
- multi object tracking
- multiple targets
- probabilistic model
- contour tracking
- feature vectors
- multiple object tracking
- ego motion estimation
- robust tracking
- robust object tracking
- sequential monte carlo
- scale space
- computer vision
- tracking framework
- object recognition
- human body
- image representation
- image segmentation
- image sequences
- hand motion
- tracking scheme
- density function
- state space
- image processing
- probability distribution