A Bayesian framework for 3D human motion tracking from monocular image.
Jian LiuJunchi YanMinglei TongYuncai LiuPublished in: ICASSP (2010)
Keyphrases
- bayesian framework
- bayesian formulation
- prior knowledge
- generative model
- posterior probability
- probability density function
- posterior distribution
- maximum a posteriori
- bayesian model
- gaussian process
- particle filtering
- particle filter
- data sets
- high quality
- prior distribution
- expectation maximization
- bayesian methods
- similarity measure
- image segmentation
- markerless
- prior model
- foreground and background
- human motion
- maximum likelihood
- object tracking
- pose estimation