Literature DB >> 16432211

Generalized multidimensional scaling: a framework for isometry-invariant partial surface matching.

Alexander M Bronstein1, Michael M Bronstein, Ron Kimmel.   

Abstract

An efficient algorithm for isometry-invariant matching of surfaces is presented. The key idea is computing the minimum-distortion mapping between two surfaces. For this purpose, we introduce the generalized multidimensional scaling, a computationally efficient continuous optimization algorithm for finding the least distortion embedding of one surface into another. The generalized multidimensional scaling algorithm allows for both full and partial surface matching. As an example, it is applied to the problem of expression-invariant three-dimensional face recognition.

Mesh：

Year:  2006        PMID： 16432211      PMCID： PMC1360551          DOI： 10.1073/pnas.0508601103

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN： 0027-8424            Impact factor:   11.205


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