On Convergence Conditions of Gaussian Belief Propagation.
Qinliang SuYik-Chung WuPublished in: IEEE Trans. Signal Process. (2015)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- graph cuts
- approximate inference
- bethe free energy
- stereo matching
- free energy
- markov networks
- fixed point
- sufficient conditions
- loopy belief propagation
- factor graphs
- pairwise
- energy minimization
- exact inference
- maximum likelihood
- sum product
- energy function
- probabilistic inference
- multiscale
- parameter estimation
- optimal solution
- generalized belief propagation