Formal Limitations on the Measurement of Mutual Information.

David McAllester Karl Stratos

Published in: AISTATS (2020)

Keyphrases

mutual information
information theoretic
image registration
similarity measure
conditional mutual information
multi modal image registration

feature selection
information gain
medical image registration
mutual information maximization
statistical dependence
information theoretic measures

information systems
multimodal image registration
normalized mutual information
pattern recognition
kullback leibler divergence
formal specification

real time
measurement error
measurement model
formal methods
formal model
data acquisition