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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