Information Theoretic Properties of Markov Random Fields, and their Algorithmic Applications.
Linus HamiltonFrederic KoehlerAnkur MoitraPublished in: CoRR (2017)
Keyphrases
- information theoretic
- markov random field
- information theory
- mutual information
- belief propagation
- random fields
- theoretic framework
- energy minimization
- maximum a posteriori
- energy function
- higher order
- image restoration
- min cut
- information bottleneck
- graph cuts
- mrf model
- parameter estimation
- jensen shannon divergence
- competitive learning
- image segmentation
- low level vision
- conditional random fields
- pairwise
- information theoretic measures
- potential functions
- markov networks
- log likelihood
- machine learning
- information extraction
- discriminative random fields
- medical images