Choice of similarity measure, likelihood function and parameters for histogram based particle filter tracking in CCTV grey scale video.
Peter DunneBogdan J. MatuszewskiPublished in: Image Vis. Comput. (2011)
Keyphrases
- particle filter
- likelihood function
- object tracking
- grey scale
- similarity measure
- mean shift
- visual tracking
- video surveillance
- particle filtering
- kalman filter
- color histogram
- bhattacharyya coefficient
- appearance model
- motion model
- surveillance system
- state space
- video data
- video sequences
- video frames
- maximum likelihood
- multiple objects
- pairwise
- image processing
- reinforcement learning
- proposal distribution
- segmentation method
- graphical models
- bayesian inference
- image segmentation