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A new performance bound is proposed for analyzing parametric image registration methods objectively. This original bound is derived from the Cramér–Rao lower bound on the estimation error of parameters involved in a geometric transformation assumed between reference and template images (pure translation in this work) and parameters describing the texture of these images. For describing local fragments...