Combinatorial Markov Random Fields.
Ron BekkermanMehran SahamiErik G. Learned-MillerPublished in: ECML (2006)
Keyphrases
- markov random field
- mrf model
- belief propagation
- image segmentation
- pairwise
- graph cuts
- parameter estimation
- higher order
- maximum a posteriori
- energy function
- random fields
- energy minimization
- image restoration
- conditional random fields
- low level vision
- potential functions
- efficient inference
- map estimation
- textured images
- markov networks
- loopy belief propagation
- message passing
- mrf models
- iterative conditional
- piecewise constant functions
- machine learning
- partition function
- prior models
- texture model
- map inference
- scene labeling
- image restoration and reconstruction