Non-Parametric Estimation of Mutual Information through the Entropy of the Linkage.
Maria Teresa GiraudoLaura SacerdoteRoberta SirovichPublished in: Entropy (2013)
Keyphrases
- mutual information
- information theoretic
- statistical dependence
- parzen window
- image registration
- similarity measure
- feature selection
- conditional mutual information
- multi modal image registration
- normalized mutual information
- information content
- medical image registration
- multimodal image registration
- information theory
- conditional entropy
- semi parametric
- shannon entropy
- relative entropy
- kernel density estimation
- parametric models
- parameter estimation
- data sets
- kullback leibler divergence
- information theoretic measures
- neural network
- estimation accuracy
- selection criterion
- deformation field
- information gain
- density estimation
- computer vision
- genetic algorithm
- probability density
- robust estimation
- entropy measure
- probabilistic model
- image analysis
- bayesian networks
- maximization of mutual information
- mutual information maximization