Supervised particle filter for tracking 2D human pose in monocular video.
Suman SedaiDu Q. HuynhMohammed BennamounPublished in: WACV (2011)
Keyphrases
- particle filter
- object tracking
- particle filtering
- monocular images
- visual tracking
- kalman filter
- mean shift
- state estimation
- state space
- robust tracking
- motion model
- appearance model
- video sequences
- video surveillance
- multiple hypothesis
- face tracking
- markerless
- video data
- human motion tracking
- multiple objects
- sequential monte carlo
- tracking accuracy
- data association
- articulated body
- tracking scheme
- robust visual tracking
- proposal distribution
- pose estimation
- multiple object tracking
- long video sequences
- abrupt motion
- image sequences
- observation model
- tracking framework
- multi target tracking
- human pose
- video frames
- target tracking
- bhattacharyya coefficient
- moving object tracking
- optical flow
- learning algorithm
- multiple targets
- visual cues
- motion estimation
- rao blackwellized particle filter