Optimization by estimation of distribution with DEUM framework based on Markov random fields.
Siddhartha ShakyaJohn A. W. McCallPublished in: Int. J. Autom. Comput. (2007)
Keyphrases
- markov random field
- parameter estimation
- higher order
- image restoration
- graph cuts
- random fields
- map estimation
- pairwise
- belief propagation
- energy minimization
- energy function
- maximum a posteriori
- piecewise constant functions
- discriminative random fields
- potts model
- low level vision
- partition function
- message passing
- prior knowledge