DeepSim: Semantic similarity metrics for learned image registration

Steffen Czolbe, Oswin Krause, Aasa Feragen

We propose a semantic similarity metric for image registration. Existing metrics like euclidean distance or normalized cross-correlation focus on aligning intensity values, giving…