The Neurodynamics of Belief Propagation on Binary Markov Random Fields.
Thomas OttRuedi StoopPublished in: NIPS (2006)
Keyphrases
- belief propagation
- markov random field
- message passing
- graph cuts
- graphical models
- parameter estimation
- higher order
- image segmentation
- pairwise
- loopy belief propagation
- mrf model
- energy function
- markov networks
- fixed point
- approximate inference
- energy minimization
- maximum a posteriori
- image restoration
- random fields
- conditional random fields
- free energy
- stereo matching
- probabilistic graphical models
- belief networks
- statistical physics
- low level vision
- partition function
- low level vision problems
- random variables
- factor graphs
- mrf models
- max product
- iterated conditional modes
- three dimensional