An occlusion-aware particle filter tracker to handle complex and persistent occlusions.
Kourosh MeshgiShin-ichi MaedaShigeyuki ObaHenrik SkibbeYu-zhe LiShin IshiiPublished in: Comput. Vis. Image Underst. (2016)
Keyphrases
- particle filter
- robust tracking
- visual tracking
- object tracking
- partial occlusion
- tracking objects
- appearance model
- state space
- particle filtering
- object appearance
- robust visual tracking
- mean shift
- kalman filter
- motion model
- image sequences
- multiple object tracking
- state estimation
- multiple objects
- observation model
- data association
- long video sequences
- importance sampling
- target tracking
- face tracking
- multiple hypotheses
- multiple hypothesis
- tracking accuracy
- abrupt motion
- appearance variations
- multi target tracking
- background clutter
- sequential monte carlo
- computer vision
- motion analysis
- graph cuts