Genetic algorithms for gielis surface recovery from 3D data sets

Y. Bokhabrine, Y. D. Fougerolle, Sebti Foufou, F. Truchetet

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we apply genetic algorithms to reconstruct Gielis surfaces from 3D data sets. The Levenberg-Marquardt method has been used as a standard for superquadrics recovery and has recently been extended to Gielis surfaces. Unfortunately, the non homogeneity of the Gielis surface parameters requires additional heuristic to determine discrete parameters such as the number of symmetries. Genetic algorithms overcome this issue and provide a more general framework for Gielis surface reconstruction.

Original languageEnglish (US)
Title of host publication2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings
Volume2
DOIs
StatePublished - Dec 1 2007
Event14th IEEE International Conference on Image Processing, ICIP 2007 - San Antonio, TX, United States
Duration: Sep 16 2007Sep 19 2007

Other

Other14th IEEE International Conference on Image Processing, ICIP 2007
CountryUnited States
CitySan Antonio, TX
Period9/16/079/19/07

Fingerprint

Genetic algorithms
Recovery
Surface reconstruction

Keywords

  • Genetic algorithms
  • Geometric modeling
  • Gielis surfaces
  • Superquadrics
  • Supershapes
  • Surface reconstruction

ASJC Scopus subject areas

  • Engineering(all)

Cite this

Bokhabrine, Y., Fougerolle, Y. D., Foufou, S., & Truchetet, F. (2007). Genetic algorithms for gielis surface recovery from 3D data sets. In 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings (Vol. 2). [4379214] https://doi.org/10.1109/ICIP.2007.4379214

Genetic algorithms for gielis surface recovery from 3D data sets. / Bokhabrine, Y.; Fougerolle, Y. D.; Foufou, Sebti; Truchetet, F.

2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. Vol. 2 2007. 4379214.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bokhabrine, Y, Fougerolle, YD, Foufou, S & Truchetet, F 2007, Genetic algorithms for gielis surface recovery from 3D data sets. in 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. vol. 2, 4379214, 14th IEEE International Conference on Image Processing, ICIP 2007, San Antonio, TX, United States, 9/16/07. https://doi.org/10.1109/ICIP.2007.4379214
Bokhabrine Y, Fougerolle YD, Foufou S, Truchetet F. Genetic algorithms for gielis surface recovery from 3D data sets. In 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. Vol. 2. 2007. 4379214 https://doi.org/10.1109/ICIP.2007.4379214
Bokhabrine, Y. ; Fougerolle, Y. D. ; Foufou, Sebti ; Truchetet, F. / Genetic algorithms for gielis surface recovery from 3D data sets. 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. Vol. 2 2007.
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