• DocumentCode
    3421965
  • Title

    On the Mean Curvature Flow on Graphs with Applications in Image and Manifold Processing

  • Author

    El, Abdallah ; Elmoataz, A. ; Sadi, Ahcene

  • Author_Institution
    GREYC, UCBN, Caen, France
  • fYear
    2013
  • fDate
    1-8 Dec. 2013
  • Firstpage
    697
  • Lastpage
    704
  • Abstract
    In this paper, we propose an adaptation and transcription of the mean curvature level set equation on a general discrete domain (weighted graphs with arbitrary topology). We introduce the perimeters on graph using difference operators and define the curvature as the first variation of these perimeters. Our proposed approach of mean curvature unifies both local and non local notions of mean curvature on Euclidean domains. Furthermore, it allows the extension to the processing of manifolds and data which can be represented by graphs.
  • Keywords
    graph theory; image processing; Euclidean domains; arbitrary topology; general discrete domain; graph representation; image processing; manifold processing; mean curvature flow; mean curvature level set equation; weighted graphs; Difference equations; Heuristic algorithms; Image processing; Level set; Manifolds; Mathematical model; Mean curvature; PdE on graphs; data restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision (ICCV), 2013 IEEE International Conference on
  • Conference_Location
    Sydney, NSW
  • ISSN
    1550-5499
  • Type

    conf

  • DOI
    10.1109/ICCV.2013.92
  • Filename
    6751196