Connection between annealed free energy and belief propagation on random factor graph ensembles.
Ryuhei MoriPublished in: ISIT (2011)
Keyphrases
- belief propagation
- free energy
- factor graphs
- graphical models
- message passing
- approximate inference
- markov random field
- graph cuts
- stereo matching
- loopy belief propagation
- markov networks
- pairwise
- fixed point
- probabilistic graphical models
- exact inference
- belief networks
- energy minimization
- bethe free energy
- random variables
- particle filter
- energy function
- probabilistic model
- bayesian networks
- object recognition
- marginal probabilities
- conditional random fields
- depth map
- random fields
- optimal solution
- three dimensional
- image segmentation
- image processing