3D Head Tracking using the Particle Filter with Cascaded Classifiers.
Yoshinori KobayashiDaisuke SugimuraYoichi SatoKousuke HirasawaNaohiko SuzukiHiroshi KageAkihiro SugimotoPublished in: BMVC (2006)
Keyphrases
- particle filter
- visual tracking
- object tracking
- particle filtering
- state estimation
- state space
- likelihood function
- kalman filter
- observation model
- monte carlo
- mean shift
- motion model
- sequential monte carlo
- support vector
- data association
- robust visual tracking
- multiple object tracking
- rao blackwellized particle filter
- face tracking
- multiple hypotheses
- robust tracking
- importance sampling
- appearance model
- training set
- abrupt motion
- target tracking
- multiple hypothesis
- face detection
- learning algorithm
- motion analysis
- tracking accuracy
- graph cuts
- dynamic programming
- feature selection