Multilevel Belief Propagation for Fast Inference on Markov Random Fields.
Liang XiongFei WangChangshui ZhangPublished in: ICDM (2007)
Keyphrases
- belief propagation
- markov random field
- loopy belief propagation
- exact inference
- random fields
- factor graphs
- message passing
- max product
- map inference
- graph cuts
- approximate inference
- belief networks
- partition function
- graphical models
- parameter estimation
- higher order
- pairwise
- low level vision problems
- energy minimization
- markov networks
- maximum a posteriori
- free energy
- higher order cliques
- mrf model
- energy function
- generalized belief propagation
- probabilistic inference
- image restoration
- image segmentation
- fixed point
- statistical physics
- conditional random fields
- parameter learning
- low level vision
- probabilistic graphical models
- potts model
- stereo matching
- iterated conditional modes
- closed form
- structured prediction
- image processing