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Abstract

In this paper, we define clusters and the boundary curves of clusters in a random point set using the Delaunay triangulation and the principal curve analysis. The principal curve analysis is a generalization of principal axis analysis, which is a standard method for data analysis in pattern recognition.

Keywords

Boundary Curve Principal Curve Random Point Delaunay Triangulation Voronoi Region 
These keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves.

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Copyright information

© Springer-Verlag Berlin Heidelberg 2004

Authors and Affiliations

  • Atsushi Imiya
    • 1
  • Ken Tatara
    • 2
  1. 1.Institute of Media and Information TechnologyChiba UniversityChibaJapan
  2. 2.School of Science and TechnologyChiba UniversityChibaJapan

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