fastMI: A fast and consistent copula-based nonparametric estimator of mutual information.
Soumik PurkayasthaPeter X.-K. SongPublished in: J. Multivar. Anal. (2024)
Keyphrases
- mutual information
- information theoretic
- parzen window
- density estimators
- image registration
- nadaraya watson
- similarity measure
- kernel regression
- multi modal image registration
- selection criterion
- feature selection
- density estimation
- maximum likelihood
- information gain
- conditional mutual information
- medical image registration
- kernel density estimator
- information theoretic measures
- least squares
- nonparametric density estimation
- hierarchical bayesian
- mutual information maximization
- shannon entropy
- nonparametric regression
- information theoretic criterion
- image analysis
- bayesian modeling
- statistical dependence
- dependence structure
- multiresolution
- learning algorithm
- kernel density estimation
- kullback leibler divergence
- data driven
- monte carlo simulation
- maximum a posteriori