• DocumentCode
    3404060
  • Title

    Morphological snakes

  • Author

    Álvarez, Luis ; Baumela, Luis ; Henríquez, Pedro ; Márquez-Neila, Pablo

  • Author_Institution
    Dept. Inf. y Sist., Univ. de las Palmas de Gran, Canaria, Spain
  • fYear
    2010
  • fDate
    13-18 June 2010
  • Firstpage
    2197
  • Lastpage
    2202
  • Abstract
    We introduce a morphological approach to curve evolution. The differential operators used in the standard PDE snake models can be approached using morphological operations on a binary level set. By combining the morphological operators associated to the PDE components we achieve a new snakes evolution algorithm. This new solution is based on numerical methods which are very simple, fast and stable. Moreover, since the level set is just a binary piecewise constant function, this approach does not require to estimate a contour distance function. To illustrate the results obtained we present some numerical experiments on real images.
  • Keywords
    image processing; partial differential equations; binary level set; binary piecewise constant function; contour distance function estimation; curve evolution; morphological snake approach; partial differential equation; snake evolution algorithm; standard PDE snake models; Active contours; Image segmentation; Iterative algorithms; Level set; Morphological operations; Narrowband; Partial differential equations; Robustness; Shape; Topology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    1063-6919
  • Print_ISBN
    978-1-4244-6984-0
  • Type

    conf

  • DOI
    10.1109/CVPR.2010.5539900
  • Filename
    5539900