• DocumentCode
    3358384
  • Title

    Creaseg: A free software for the evaluation of image segmentation algorithms based on level-set

  • Author

    Dietenbeck, T. ; Alessandrini, M. ; Friboulet, D. ; Bernard, O.

  • Author_Institution
    CREATIS, Univ. de Lyon, Villeurbanne, France
  • fYear
    2010
  • fDate
    26-29 Sept. 2010
  • Firstpage
    665
  • Lastpage
    668
  • Abstract
    This paper describes a free open source software in Matlab (named Creaseg, http://www.creatis.insa-lyon. fr/~bernard/creaseg) for the evaluation of the performance of different level-set based algorithms in the context of 2D image segmentation. The platform gives access to the implementation of six level-set methods that have been chosen in order to cover a wide range of data attachment terms (contour, region and localized approaches). The software also gives the possibility to compare the performance of the proposed algorithms on any kind of images. The performance can be evaluated either visually, or from similarity measurements between a reference and the results of the segmentation.
  • Keywords
    image segmentation; public domain software; 2D image segmentation; Creaseg; Matlab; data attachment terms; free software; level set; open source software; similarity measurements; Algorithm design and analysis; Heart; Image segmentation; Magnetic resonance imaging; Motion segmentation; Software; Software algorithms; free software; level-set methods; segmentation evaluation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2010 17th IEEE International Conference on
  • Conference_Location
    Hong Kong
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-7992-4
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2010.5652991
  • Filename
    5652991