Understanding the limitation of Total Correlation Estimation Based on Mutual Information Bounds.
Zihao ChenPublished in: CoRR (2023)
Keyphrases
- mutual information
- parzen window
- information theoretic
- image registration
- cross correlation
- upper bound
- lower bound
- correlation function
- conditional mutual information
- similarity measure
- information gain
- deeper understanding
- feature selection
- selection criterion
- robust estimation
- average case
- accurate estimation
- estimation algorithm
- error bounds
- registration accuracy
- monte carlo
- normalized cross correlation
- information theoretic measures
- multi modal image registration
- parametric models
- upper and lower bounds
- estimation process
- parameter estimation
- data sets
- mutual information maximization