A Graphical Model for Audiovisual Object Tracking.
Matthew J. BealNebojsa JojicHagai AttiasPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2003)
Keyphrases
- object tracking
- graphical models
- image sequences
- belief propagation
- particle filter
- mean shift
- probabilistic model
- video sequences
- random variables
- probabilistic graphical models
- approximate inference
- appearance model
- moving objects
- computer vision
- kalman filter
- bayesian networks
- visual tracking
- data association
- conditional dependencies
- conditional random fields
- particle filtering
- sparse representation
- appearance modeling
- factor graphs
- reinforcement learning
- motion model
- higher order
- probability distribution