A morphological estimator for clique potentials of binary Markov random fields.
Krishnamoorthy SivakumarJohn GoutsiasPublished in: IEEE Signal Process. Lett. (2000)
Keyphrases
- markov random field
- clique potentials
- maximum a posteriori
- belief propagation
- potts model
- graph cuts
- message passing
- energy function
- higher order
- pairwise
- relaxation labeling
- parameter estimation
- mrf model
- image segmentation
- random fields
- map estimation
- conditional random fields
- energy minimization
- image restoration
- loopy belief propagation
- bayesian framework
- maximum likelihood
- hyperparameters
- least squares
- probabilistic model
- posterior distribution
- multiscale
- potential functions
- image processing
- multi view
- max flow
- mrf models