Estimating Total Correlation with Mutual Information Estimators.
Ke BaiPengyu ChengWeituo HaoRicardo HenaoLarry CarinPublished in: AISTATS (2023)
Keyphrases
- mutual information
- information theoretic
- cross correlation
- image registration
- similarity measure
- medical image registration
- multi modal image registration
- feature selection
- conditional mutual information
- information gain
- rigid body
- information theoretic measures
- correlation coefficient
- highly correlated
- accurate estimation
- statistical dependence
- kullback leibler divergence
- information theory
- multiresolution
- multimodal image registration
- information theoretic criterion
- random projections
- parzen window
- variance reduction
- image analysis
- face recognition