Loop Calculus and Belief Propagation for q-ary Alphabet: Loop Tower
Vladimir Y. ChernyakMichael ChertkovPublished in: CoRR (2007)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- approximate inference
- graph cuts
- stereo matching
- loopy belief propagation
- markov networks
- energy minimization
- probabilistic model
- exact inference
- factor graphs
- free energy
- conditional random fields
- pairwise
- fixed point
- statistical physics
- disparity map
- computer vision
- max product
- probabilistic inference
- preprocessing
- bayesian networks