A Morphological Estimator for Clique Potentials of Binary Markov Random Fields.
Krishnamoorthy SivakumarJohn GoutsiasPublished in: ICIP (2000)
Keyphrases
- markov random field
- clique potentials
- maximum a posteriori
- graph cuts
- belief propagation
- potts model
- message passing
- higher order
- energy function
- mrf model
- image restoration
- parameter estimation
- image segmentation
- map estimation
- pairwise
- random fields
- energy minimization
- conditional random fields
- least squares
- multiscale
- maximum likelihood
- relaxation labeling
- image processing
- bayesian framework
- hyperparameters
- loopy belief propagation
- mrf models
- potential functions
- graphical models
- bayesian networks
- markov networks
- max flow
- em algorithm