Convergence of Gaussian Belief Propagation Under General Pairwise Factorization: Connecting Gaussian MRF with Pairwise Linear Gaussian Model.
Bin LiYik-Chung WuPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- belief propagation
- pairwise
- gaussian model
- markov random field
- message passing
- graphical models
- graph cuts
- approximate inference
- conditional independence
- loopy belief propagation
- gaussian distribution
- higher order
- image intensity
- energy minimization
- gaussian mixture model
- semi supervised
- expectation maximization
- free energy
- maximum likelihood
- skin color
- energy function
- stereo matching
- bayesian networks
- conditional random fields
- probabilistic model
- max product
- parameter estimation
- generalized belief propagation
- mixture model
- preprocessing
- computer vision
- energy minimization problems
- post processing
- image segmentation