Multiple Human Tracking Using Particle Filter with Gaussian Process Dynamical Model.
Jing WangYafeng YinHong ManPublished in: EURASIP J. Image Video Process. (2008)
Keyphrases
- dynamical model
- gaussian process
- particle filter
- tracking framework
- gaussian processes
- particle filtering
- visual tracking
- object tracking
- bayesian framework
- kalman filter
- state space
- multiple targets
- regression model
- latent variables
- human motion
- subject specific
- appearance model
- mean shift
- autoregressive
- semi supervised
- robust tracking
- model selection
- hyperparameters
- bayesian inference
- motion model
- multi target tracking
- data association
- face tracking
- prior knowledge
- scene structure
- posterior distribution
- video sequences