Mutual Information for Electromagnetic Information Theory Based on Random Fields.
Zhongzhichao WanJieao ZhuZijian ZhangLinglong DaiChan-Byoung ChaePublished in: IEEE Trans. Commun. (2023)
Keyphrases
- random fields
- information theory
- mutual information
- information theoretic
- markov random field
- maximum entropy
- random field models
- jensen shannon divergence
- similarity measure
- parameter estimation
- image registration
- non stationary
- kullback leibler divergence
- statistical learning
- conditional random fields
- conditional entropy
- shannon entropy
- random field model
- feature selection
- marginal distributions
- normalized mutual information
- probabilistic model
- statistical mechanics
- medical image registration
- competitive learning
- relative entropy
- information geometry
- computer vision
- log likelihood
- selection criterion
- partition function
- multiscale
- pairwise
- mixture model
- em algorithm