3D Shape Reconstruction of Template Models Using Genetic Algorithms

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17th International Conference on Pattern Recognition (ICPR'04) - Volume 2

Cambridge UK

August 23-August 26

ISBN: 0-7695-2128-2

	ASCII Text	x
	P.-A. Fayolle, C. Rosenberger, C. Toinard, "3D Shape Reconstruction of Template Models Using Genetic Algorithms," Pattern Recognition, International Conference on, vol. 2, pp. 269-272, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004.

	BibTex	x
	@article{ 10.1109/ICPR.2004.1334158, author = {P.-A. Fayolle and C. Rosenberger and C. Toinard}, title = {3D Shape Reconstruction of Template Models Using Genetic Algorithms}, journal ={Pattern Recognition, International Conference on}, volume = {2}, year = {2004}, issn = {1051-4651}, pages = {269-272}, doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334158}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, }

	RefWorks Procite/RefMan/Endnote	x
	TY - CONF JO - Pattern Recognition, International Conference on TI - 3D Shape Reconstruction of Template Models Using Genetic Algorithms SN - 1051-4651 SP269 EP272 A1 - P.-A. Fayolle, A1 - C. Rosenberger, A1 - C. Toinard, PY - 2004 KW - 3D reconstruction KW - reverse engineering KW - genetic algorithm KW - CAD KW - 3D visualization VL - 2 JA - Pattern Recognition, International Conference on ER -

P.-A. Fayolle, University of Aizu, Japan

C. Rosenberger, Universit? d'Orl?ans, France

C. Toinard, Universit? d'Orl?ans, France

DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334158

We present in this communication a method, which enables to fit a 3D object defined by a functional representation (FRep) to a dataset of 3D points on its surface. A parametric FRep model sketching the point-set is fitted to the point-set. The best fitted parameters of the model are obtained by using a genetic algorithm, well known for its interesting properties in non-linear optimization. The efficiency of the approach is illustrated for reverse engineering applications.

Index Terms:

3D reconstruction, reverse engineering, genetic algorithm, CAD, 3D visualization

Citation:

P.-A. Fayolle, C. Rosenberger, C. Toinard, "3D Shape Reconstruction of Template Models Using Genetic Algorithms," icpr, vol. 2, pp.269-272, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004

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