Investigating bias in non-parametric mutual information estimation.
Jie ZhuJean-Jacques BellangerHuazhong ShuRégine Le Bouquin-JeannèsPublished in: ICASSP (2015)
Keyphrases
- mutual information
- statistical dependence
- information theoretic
- parzen window
- image registration
- semi parametric
- similarity measure
- feature selection
- medical image registration
- conditional mutual information
- estimation accuracy
- parametric models
- multi modal image registration
- information theoretic measures
- kullback leibler divergence
- robust estimation
- estimation error
- hypothesis test
- information theory
- multiresolution
- mutual information maximization
- normalized mutual information
- monte carlo simulation
- selection criterion
- database
- information gain
- density estimation
- probability density function
- parameter estimation
- trade off
- computer vision
- search engine