An Estimator of Mutual Information and its Application to Independence Testing.
Joe SuzukiPublished in: Entropy (2016)
Keyphrases
- mutual information
- information theoretic
- image registration
- similarity measure
- statistical independence
- medical image registration
- feature selection
- test cases
- multi modal image registration
- least squares
- maximum likelihood
- information theoretic measures
- statistical tests
- conditional mutual information
- statistical dependence
- mutual information maximization
- kullback leibler divergence
- selection criterion
- conditional independence
- information gain
- normalized mutual information
- maximum a posteriori
- probabilistic model
- pattern recognition
- maximization of mutual information
- case study
- multimodal image registration
- variance estimator
- image processing