Co-trained generative and discriminative trackers with cascade particle filter.
Thang Ba DinhQian YuGérard G. MedioniPublished in: Comput. Vis. Image Underst. (2014)
Keyphrases
- particle filter
- generative and discriminative models
- discriminative training
- visual tracking
- generative model
- particle filtering
- object tracking
- mean shift
- data association
- maximum likelihood
- state space
- motion model
- appearance model
- state estimation
- kalman filter
- robust tracking
- tracking accuracy
- importance sampling
- posterior probability
- robust visual tracking
- multiple hypothesis
- multiple hypotheses
- observation model
- sequential monte carlo
- target tracking
- reinforcement learning
- tracking framework
- face tracking
- multiple objects
- expectation maximization
- tracking scheme
- probabilistic model