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Estimation of the deformation fields. (a) The target ground-truth deformation field, (b) the learned deformation field by our appearance-displacement model, and (c) the remaining deformation field estimated by registering the template-like image and the template image, and (d) the final deformation field by composing our learned deformation field and our estimated remaining deformation field
