Some results regarding the entropy rate of random fields.
Dimitris AnastassiouDavid J. SakrisonPublished in: IEEE Trans. Inf. Theory (1982)
Keyphrases
- random fields
- markov random field
- non stationary
- parameter estimation
- random field models
- conditional random fields
- maximum entropy
- probabilistic model
- textured images
- autoregressive
- random field model
- mutual information
- information theory
- information theoretic
- partition function
- marginal distributions
- gibbs sampler
- markov random field model
- pseudo likelihood
- smoothing algorithm
- code length
- higher order
- image segmentation
- image processing
- maximum likelihood
- hidden markov models
- active learning
- pairwise
- machine learning