Partition Function Expansion on Region-Graphs and Message-Passing Equations
Chuang WangZe-Dong BiJing-Qing XiaoHaijun ZhouPublished in: CoRR (2011)
Keyphrases
- message passing
- partition function
- belief propagation
- approximate inference
- markov random field
- graphical models
- graph cuts
- stereo matching
- probabilistic inference
- factor graphs
- loopy belief propagation
- markov networks
- energy function
- pairwise
- exact inference
- structured prediction
- random fields
- distributed systems
- variational methods
- importance sampling
- energy minimization
- higher order
- probabilistic graphical models
- closed form
- probabilistic model
- parameter estimation
- high quality
- probability density function
- input image
- structure learning
- bayesian framework
- belief networks