Scalable Mutual Information Estimation using Dependence Graphs.
Morteza NoshadAlfred O. Hero IIIPublished in: CoRR (2018)
Keyphrases
- mutual information
- statistical dependence
- parzen window
- information theoretic
- similarity measure
- selection criterion
- estimation process
- feature selection
- image registration
- multimodal image registration
- multi modal image registration
- graph theoretic
- estimation algorithm
- robust estimation
- information gain
- estimation accuracy
- image processing
- computer vision
- spanning tree
- web pages
- information theoretic measures
- shannon entropy
- bayesian networks
- graph construction
- density estimation
- memory efficient
- web scale
- highly scalable
- graph partitioning