MIR.image_similarity.Mutual_Information

Mutual information losses for image registration.

Classes

MattesMutualInformation(*args, **kwargs)	Mattes mutual information with Parzen windowing (differentiable).
MutualInformation(*args, **kwargs)	Global mutual information (MI) loss with Gaussian Parzen windowing.
NormalizedMutualInformation(*args, **kwargs)	Normalized mutual information (NMI) using Mattes-style Parzen windows.
localMutualInformation(*args, **kwargs)	Local mutual information (MI) loss over non-overlapping patches.