Theoretical Analysis of Accuracy of Gaussian Belief Propagation.
Yu NishiyamaSumio WatanabePublished in: ICANN (1) (2007)
Keyphrases
- belief propagation
- theoretical analysis
- graphical models
- message passing
- markov random field
- stereo matching
- graph cuts
- approximate inference
- markov networks
- loopy belief propagation
- factor graphs
- energy minimization
- fixed point
- free energy
- probabilistic inference
- energy function
- pairwise
- expectation propagation
- exact inference
- sum product
- conditional random fields
- maximum likelihood
- higher order
- object recognition
- bayesian networks
- bayesian inference
- random variables
- computational complexity
- image segmentation