Loop Calculus and Belief Propagation for q-ary Alphabet: Loop Tower.
Vladimir Y. ChernyakMichael ChertkovPublished in: ISIT (2007)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- stereo matching
- fixed point
- markov networks
- loopy belief propagation
- energy function
- statistical physics
- energy minimization
- belief networks
- conditional random fields
- probabilistic inference
- keypoints
- reinforcement learning
- free energy
- three dimensional
- factor graphs
- image segmentation