α Belief Propagation as Fully Factorized Approximation.
Dong LiuNima N. MoghadamLars K. RasmussenJinliang HuangSaikat ChatterjeePublished in: GlobalSIP (2019)
Keyphrases
- belief propagation
- graphical models
- message passing
- free energy
- markov random field
- partition function
- graph cuts
- approximate inference
- stereo matching
- loopy belief propagation
- pairwise
- fixed point
- factor graphs
- energy function
- markov networks
- statistical physics
- generalized belief propagation
- energy minimization
- exact inference
- expectation propagation
- closed form
- approximation algorithms
- objective function
- image matching
- post processing
- image features
- probabilistic model
- bayesian networks
- image segmentation