Markov Random Fields, Homomorphism Counting, and Sidorenko's Conjecture.
Péter CsikváriNicholas RuozziShahab ShamsPublished in: IEEE Trans. Inf. Theory (2022)
Keyphrases
- markov random field
- higher order
- belief propagation
- graph cuts
- image restoration
- mrf model
- pairwise
- parameter estimation
- maximum a posteriori
- energy function
- conditional random fields
- energy minimization
- image segmentation
- random fields
- potential functions
- map estimation
- mrf models
- textured images
- low level vision
- iterative conditional
- potts model
- partition function
- texture model
- map inference