Many-Pairs Mutual Information for Adding Structure to Belief Propagation Approximations.
Arthur ChoiAdnan DarwichePublished in: AAAI (2008)
Keyphrases
- belief propagation
- mutual information
- graphical models
- message passing
- pairwise
- graph cuts
- markov random field
- free energy
- factor graphs
- approximate inference
- gaussian graphical models
- markov networks
- loopy belief propagation
- stereo matching
- fixed point
- energy minimization
- energy function
- similarity measure
- information theoretic
- partition function
- statistical physics
- generalized belief propagation
- probabilistic model
- image denoising
- image registration