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Point Pattern Matching Algorithm for Planar Point Sets under Euclidean Transform

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  • Xiaoyun Wang
  • Xianquan Zhang

Abstract

Point pattern matching is an important topic of computer vision and pattern recognition. In this paper, we propose a point pattern matching algorithm for two planar point sets under Euclidean transform. We view a point set as a complete graph, establish the relation between the point set and the complete graph, and solve the point pattern matching problem by finding congruent complete graphs. Experiments are conducted to show the effectiveness and robustness of the proposed algorithm.

Suggested Citation

  • Xiaoyun Wang & Xianquan Zhang, 2012. "Point Pattern Matching Algorithm for Planar Point Sets under Euclidean Transform," Journal of Applied Mathematics, Hindawi, vol. 2012, pages 1-12, May.
    • Handle: RePEc:hin:jnljam:139014
    DOI: 10.1155/2012/139014
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    Cited by:

    1. Tang, Zhenjun & Zhang, Xianquan & Yu, Chunqiang & He, Dan, 2014. "Efficient point pattern matching algorithm for planar point sets under transform of translation, rotation and scale," Applied Mathematics and Computation, Elsevier, vol. 232(C), pages 624-631.

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