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A Hierarchical Non-Parametric Method for Capturing Non-Rigid Deformations
The 2nd Canadian Conference on Comput ...
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Ady Ecker, University of Toronto
Shimon Ullman, Weizmann Institute of Science
We present a novel approach for measuring deformations between image patches. Our algorithm is a variant of dynamic programming that is not inherently one-dimensional, and its scores are on a relative scale. The method is based on the combination of similarities between many overlapping sub-patches. The algorithm is designed to be robust to small deformations of parts at various positions and scales.
Citation:
Ady Ecker, Shimon Ullman, "A Hierarchical Non-Parametric Method for Capturing Non-Rigid Deformations," crv,pp.50-56, The 2nd Canadian Conference on Computer and Robot Vision (CRV'05), 2005
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