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Well image registration generally tries to find a transformation (via some correspondences) from one image to another, but usually without altering the content of the image to be transformed. With DeepSIM you could perform the image warping step of the registration, after registering the primitives. I'd say it's just loosely related.
Are there similarity between the DeepSIM method and Image Registration method? Thank you @eliahuhorwitz .
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