Due to its ability to capture nonlinear dependencies between random variables, mutual information as an information theoretic measure of correlation is particularly suitable and well-established for the registration of images across different image modalities [4]. Several variants of mutual information measures have been proposed in the context of image registration, most notably Viola-Wells mu...
