Deep Information Theoretic Registration

31 Dec 2018Alireza SedghiJie LuoAlireza MehrtashSteve PieperClare M. TempanyTina KapurParvin MousaviWilliam M. Wells III

This paper establishes an information theoretic framework for deep metric based image registration techniques. We show an exact equivalence between maximum profile likelihood and minimization of joint entropy, an important early information theoretic registration method... (read more)

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