Information-theoretic characterizations of Markov random fields and subfields.
Raymond W. YeungAli Al-BashabshehChao ChenQi ChenPierre MoulinPublished in: ISIT (2017)
Keyphrases
- information theoretic
- markov random field
- mutual information
- information theory
- belief propagation
- random fields
- theoretic framework
- graph cuts
- mrf model
- information bottleneck
- pairwise
- higher order
- image restoration
- energy minimization
- parameter estimation
- information theoretic measures
- image segmentation
- jensen shannon divergence
- potential functions
- competitive learning
- log likelihood
- maximum a posteriori
- conditional random fields
- energy function
- kl divergence
- low level vision
- kullback leibler divergence
- feature selection
- probability distribution
- prior knowledge
- discriminative random fields