Approximate Belief Propagation by Hierarchical Averaging of Outgoing Messages.
Koichi OgawaraPublished in: ICPR (2010)
Keyphrases
- belief propagation
- graphical models
- message passing
- markov random field
- stereo matching
- inference in graphical models
- graph cuts
- approximate inference
- loopy belief propagation
- factor graphs
- markov networks
- generalized belief propagation
- fixed point
- energy minimization
- pairwise
- energy function
- expectation propagation
- probabilistic inference
- free energy
- conditional random fields
- junction tree
- parameter estimation
- probabilistic model
- statistical physics
- multiscale
- knapsack problem
- exact inference
- higher order
- dynamic programming