Loose-limbed People: Estimating 3D Human Pose and Motion Using Non-parametric Belief Propagation.
Leonid SigalMichael IsardHorst W. HausseckerMichael J. BlackPublished in: Int. J. Comput. Vis. (2012)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- stereo matching
- approximate inference
- loopy belief propagation
- fixed point
- free energy
- motion analysis
- image sequences
- pairwise
- human motion
- markov networks
- energy function
- motion estimation
- optical flow
- factor graphs
- energy minimization
- probabilistic model
- image segmentation
- probability density function
- upper bound
- stereo images
- gaussian process