Multitarget tracking using Gaussian Process Dynamical Model particle filter.
Jing WangHong ManYafeng YinPublished in: ICIP (2008)
Keyphrases
- particle filter
- dynamical model
- gaussian process
- data association
- gaussian processes
- visual tracking
- object tracking
- dynamical models
- particle filtering
- regression model
- bayesian framework
- multi target tracking
- kalman filter
- motion model
- model selection
- hyperparameters
- latent variables
- bayesian inference
- state space
- mean shift
- tracking framework
- semi supervised
- robust tracking
- appearance model
- multiple objects
- face tracking
- computer vision
- generative model
- learning algorithm
- machine learning
- multi sensor
- maximum a posteriori
- optical flow