Convergence Analysis of Belief Propagation for Pairwise Linear Gaussian Models.
Jian DuShaodan MaYik-Chung WuSoummya KarJosé M. F. MouraPublished in: CoRR (2017)
Keyphrases
- belief propagation
- convergence analysis
- pairwise
- gaussian model
- sequential monte carlo methods
- graphical models
- factor graphs
- markov random field
- conditional independence
- message passing
- graph cuts
- approximate inference
- global convergence
- markov networks
- stereo matching
- fixed point
- optimality conditions
- energy function
- convergence rate
- similarity measure
- random variables
- image intensity
- higher order
- probabilistic model
- conditional random fields
- expectation maximization
- post processing
- gaussian distribution
- mixture model
- probability distribution
- search space
- feature space
- objective function
- image sequences