Convergence Analysis of the Variance in Gaussian Belief Propagation.
Qinliang SuYik-Chung WuPublished in: IEEE Trans. Signal Process. (2014)
Keyphrases
- belief propagation
- convergence analysis
- graphical models
- message passing
- stereo matching
- markov random field
- graph cuts
- global convergence
- approximate inference
- free energy
- fixed point
- markov networks
- optimality conditions
- convergence rate
- pairwise
- energy function
- image segmentation
- maximum likelihood
- bayesian networks
- probabilistic model
- convergence speed
- sufficient conditions
- approximation methods
- np hard
- image sequences