Tracking by local structural manifold learning in a new SSIR particle filter.
Jianwei DingYunqi TangWei LiuYongzhen HuangKaiqi HuangPublished in: Neurocomputing (2015)
Keyphrases
- particle filter
- manifold learning
- particle filtering
- object tracking
- visual tracking
- low dimensional
- mean shift
- dimensionality reduction
- appearance model
- dimension reduction
- kalman filter
- motion model
- high dimensional
- robust tracking
- semi supervised
- sequential monte carlo
- feature extraction
- state space
- abrupt motion
- data association
- articulated body
- proposal distribution
- sparse representation
- high dimensional data
- face tracking
- tracking scheme
- principal component analysis
- observation model
- object tracking algorithm
- markov random field
- pairwise
- feature space
- feature selection