Visual Tracking Using Particle Filters with Gaussian Process Regression.
Hongwei LiYi WuHanqing LuPublished in: PSIVT (2009)
Keyphrases
- gaussian process regression
- visual tracking
- particle filter
- particle filtering
- object tracking
- gaussian processes
- gaussian process
- appearance model
- state estimation
- observation model
- abrupt motion
- particle filtering algorithm
- hand tracking
- state space
- mean shift
- motion model
- robust tracking
- partial occlusion
- multiple object tracking
- multi target tracking
- data association
- kalman filter
- bayesian filtering
- sequential monte carlo
- bayesian inference
- appearance modeling
- multiple objects
- feature selection
- unscented kalman filter
- proposal distribution
- machine learning
- contour tracking
- feature extraction
- bayesian networks
- search space
- multiple targets
- regression model