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The delaunay triangulation by grid subdivision

Published: 09 May 2005 Publication History

Abstract

This study presents an efficient algorithm of Delaunay triangulation by grid subdivision. The proposed algorithm show a superior performance in terms of execution time to the incremental algorithm and uniform grid method mainly due to the efficient way of searching a mate. In the proposed algorithm, uniform grids are divided into sub-grids depending on the density of points and areas with high chance of finding a mate is explored first. Most of the previous researches have focused on theoretical aspects of the triangulation, but this study presents empirical results of computer implementation in 2-dimension and 3-dimension, respectively.

References

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Tsung-Pao Fang, Les A. Piegl : Delaunay Triangulation in Three Dimensions. IEEE Computer Graphics and Applications, Vol. 15, No. 5 (1995) 62-69
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H. Edelsbrunner, N. R. Shah : Incremental topological flipping works for regular triangulations. In Proceedings of the 8th Annual ACM Symposium on Computational Geometry (1992) 43-52
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L. J. Guibas, D. E. Knuth, M. Sharir : Randomized incremental construction of Delaunay and Voronoi diagrams. In Automata, Languages and Programming, LNSC N.443, Springer-Verlag (1990) 414-431
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D. H. McLain : Two dimensional interpolation from random data. The Computer J., 19(2) (1976) 178-181
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D. P. Dobkin, M. J. Laszlo : Primitives for the manipulation of three-dimensional subdivisions. Algorithmica, 4:3-32 (1989)
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D. T Lee and B. J. Schachter : Two algorithms for constructing a Delaunay triangulation. Int. J. of Computer and Information Science, 9(3) (1980)
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P. Cignoni, C. Montani, R. Scopigno : DeWall : A Fast Divide and Conquer Delaunay Triangulation Algorithm in Eb", Computer-Aided Design, Vol. 30, No. 5 (1998) 333-341 9. V. Akman, W. R. Franklin, M. Kankanhalli, C. Narayanaswami : Geometric computing and uniform grid technique. Computer-Aided Design, 21(7) (1989) 410-420
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V. Akman, W. R. Franklin, M. Kankanhalli, C. Narayanaswami : Geometric computing and uniform grid technique. Computer-Aided Design, 21(7) (1989) 410-420
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Deok-Soo Kim, Il-Kyu Hwang, Bum-Joo Park : Representing the Voronoi Diagram of a Simple Polygon using Rational Quadratic Bezier Curves. Computer Aided Design Vol. 27, No. 8 (1995) 605-614
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Cited By

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  • (2011)Separable algorithms for distance transformations on irregular gridsPattern Recognition Letters10.1016/j.patrec.2010.11.01032:9(1356-1364)Online publication date: 1-Jul-2011
  • (2009)A novel algorithm for distance transformation on irregular isothetic gridsProceedings of the 15th IAPR international conference on Discrete geometry for computer imagery10.5555/1813270.1813316(469-480)Online publication date: 30-Sep-2009
  • (2005)A surface reconstruction algorithm using weighted alpha shapesProceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I10.1007/11539506_143(1141-1150)Online publication date: 27-Aug-2005

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Published In

cover image Guide Proceedings
ICCSA'05: Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part III
May 2005
1325 pages
ISBN:3540258620
  • Editors:
  • Osvaldo Gervasi,
  • Marina L. Gavrilova,
  • Vipin Kumar,
  • Antonio Laganà,
  • Heow Pueh Lee

Sponsors

  • The University of Perugia: The University of Perugia
  • The University of Minnesota, Minneapolis, MN: The University of Minnesota, Minneapolis, MN
  • SIAM: Society for Industrial and Applied Mathematics
  • UOC: University of Calgary
  • The Queen's University of Belfast: The Queen's University of Belfast

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Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 09 May 2005

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Cited By

View all
  • (2011)Separable algorithms for distance transformations on irregular gridsPattern Recognition Letters10.1016/j.patrec.2010.11.01032:9(1356-1364)Online publication date: 1-Jul-2011
  • (2009)A novel algorithm for distance transformation on irregular isothetic gridsProceedings of the 15th IAPR international conference on Discrete geometry for computer imagery10.5555/1813270.1813316(469-480)Online publication date: 30-Sep-2009
  • (2005)A surface reconstruction algorithm using weighted alpha shapesProceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I10.1007/11539506_143(1141-1150)Online publication date: 27-Aug-2005

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