Minimization of Monotonically Levelable Higher Order MRF Energies via Graph Cuts.
Mehmet Haydar KarcíMübeccel DemireklerPublished in: IEEE Trans. Image Process. (2010)
Keyphrases
- graph cuts
- higher order
- markov random field
- energy function
- energy minimization
- belief propagation
- mrf model
- regularization term
- natural images
- conditional random fields
- high order
- random fields
- maximum a posteriori
- parameter estimation
- spatial coherence
- object segmentation
- mrf optimization
- segmentation algorithm
- pairwise
- potential functions
- multi label
- loopy belief propagation
- image segmentation
- shape prior
- interactive image segmentation
- image restoration
- interactive segmentation
- low level vision
- graph cut optimization
- objective function
- message passing
- higher order cliques
- min cut
- mrf models
- energy minimization problems
- graph cut segmentation
- energy minimization framework
- auxiliary variables
- discontinuity preserving
- image processing
- dual decomposition
- photo consistency
- map estimation