Convergence analysis of belief propagation for pairwise linear Gaussian models.
Jian DuShaodan MaYik-Chung WuSoummya KarJosé M. F. MouraPublished in: GlobalSIP (2017)
Keyphrases
- belief propagation
- convergence analysis
- pairwise
- gaussian model
- sequential monte carlo methods
- factor graphs
- graphical models
- markov random field
- message passing
- conditional independence
- graph cuts
- stereo matching
- approximate inference
- global convergence
- markov networks
- optimality conditions
- fixed point
- energy function
- higher order
- convergence rate
- gaussian distribution
- similarity measure
- dynamic programming
- expectation maximization
- probabilistic model
- image intensity
- bayesian networks
- level set
- feature extraction