Improving convergence of Belief Propagation decoding
Mikhail G. StepanovMichael ChertkovPublished in: CoRR (2006)
Keyphrases
- belief propagation
- graphical models
- message passing
- decoding algorithm
- markov random field
- graph cuts
- approximate inference
- stereo matching
- free energy
- fixed point
- markov networks
- energy minimization
- ldpc codes
- pairwise
- statistical physics
- factor graphs
- energy function
- loopy belief propagation
- bethe free energy
- disparity map
- exact inference
- conditional random fields
- depth map
- probabilistic model
- max product
- bayesian networks
- probabilistic inference
- belief networks
- parameter estimation
- motion estimation