Adaptive particle filters for visual object tracking using joint PCA appearance model and consensus point correspondences.
Tiesheng WangIrene Y. H. GuZulfiqar Hassan KhanPengfei ShiPublished in: ICME (2009)
Keyphrases
- particle filter
- point correspondences
- appearance model
- object tracking
- visual tracking
- mean shift
- particle filtering
- principal component analysis
- kalman filter
- motion parameters
- closed form
- motion model
- state space
- observation model
- active appearance models
- feature points
- appearance modeling
- tracking framework
- multiple views
- feature extraction
- data association
- dimensionality reduction
- motion analysis
- video sequences
- robust tracking
- computer vision
- high dimensional
- rigid motion
- multi view
- face images
- multiple objects
- face recognition
- machine learning