A Hypergraph-Based Reduction for Higher-Order Binary Markov Random Fields.
Alexander FixAritanan GruberEndre BorosRamin ZabihPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- higher order
- markov random field
- high order
- graph cuts
- random fields
- pairwise
- natural images
- belief propagation
- energy function
- image restoration
- parameter estimation
- energy minimization
- mrf model
- maximum a posteriori
- conditional random fields
- potential functions
- message passing
- low level vision
- loopy belief propagation
- textured images
- mrf models
- potts model
- discriminative random fields
- iterative conditional
- computer vision
- map estimation
- markov networks
- partition function
- efficient inference
- long range
- image understanding
- map inference
- bayesian networks