A graph-based shape matching scheme for 3D articulated objects

Min Wen Chao, Chao Hung Lin, Chih Chieh Chang, Tong Yee Lee

Research output: Contribution to journalArticlepeer-review

12 Citations (Scopus)

Abstract

In this paper, a novel graph-based shape matching scheme for three-dimensional articulated objects is introduced. The underlying graph structure of a given 3D model is composed of its topological skeleton and local geometric features. Matching two graph structures is generally an NP-hard combinatorial optimization problem. To reduce computation cost, two graphs are embedded on a high-dimensional space, and then matched based on an extension of Earth Mover's Distance (EMD). Furthermore, the symmetric components of an articulated object are determined by a voting algorithm with a self-matching strategy to refine the matching correspondences. Experimental results show that the proposed approach is robust, even when the models are under the surface disturbances of noise addition, smoothing, simplification, similarity transformation, and pose deformation. In addition, the proposed approach is capable of handling both global and partial shape matching.

Original languageEnglish
Pages (from-to)295-305
Number of pages11
JournalComputer Animation and Virtual Worlds
Volume22
Issue number2-3
DOIs
Publication statusPublished - 2011 Apr

All Science Journal Classification (ASJC) codes

  • Software
  • Computer Graphics and Computer-Aided Design

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