Estimating Total Correlation with Mutual Information Bounds.
Pengyu ChengWeituo HaoLawrence CarinPublished in: CoRR (2020)
Keyphrases
- mutual information
- information theoretic
- cross correlation
- image registration
- multi modal image registration
- upper bound
- lower bound
- similarity measure
- feature selection
- correlation coefficient
- upper and lower bounds
- information gain
- lower and upper bounds
- worst case
- conditional mutual information
- tight bounds
- database
- multimodal image registration
- estimation process
- medical image registration
- normalized cross correlation
- multi modal
- average case
- kullback leibler divergence
- multi modality
- high correlation
- information theoretic measures
- mutual information maximization
- rigid body
- vc dimension
- image analysis
- real time