Entropy Bounds for Constrained Two-Dimensional Random Fields.
Søren ForchhammerJørn JustesenPublished in: IEEE Trans. Inf. Theory (1999)
Keyphrases
- random fields
- markov random field
- maximum entropy
- random field models
- parameter estimation
- three dimensional
- conditional random fields
- non stationary
- lower bound
- probabilistic model
- gibbs sampler
- random field model
- textured images
- upper bound
- pseudo likelihood
- autoregressive
- lower and upper bounds
- information theory
- nonparametric density estimation
- information theoretic
- higher order
- markov random field model
- active learning
- pairwise
- image sequences