• DocumentCode
    419681
  • Title

    A fast multiscale edge detection algorithm based on a new edge preserving PDE resolution scheme

  • Author

    Tremblais, Benoit ; Augereau, Bertrand

  • Author_Institution
    Laboratoire IRCOM-SIC, UMR CNRS, France
  • Volume
    2
  • fYear
    2004
  • fDate
    23-26 Aug. 2004
  • Firstpage
    811
  • Abstract
    In this communication we present a new explicit numerical scheme to approximate the solution of the linear diffusion filtering. It allows to introduce a new edge preserving scheme which is fast, stable, easy to program and applicable to any dimensions. Our diffusion scheme is then put into a simple and original multi-scale edge detection algorithm. Some experimental results of the proposed approach for the multi-scale detection of edges in grey scale images are presented, as well as a comparison with other diffusion filtering schemes.
  • Keywords
    edge detection; image resolution; diffusion filtering schemes; edge preserving PDE resolution scheme; grey scale image; linear diffusion filtering; multiscale edge detection algorithm; Acceleration; Computational efficiency; Filtering algorithms; Finite difference methods; Finite element methods; Gaussian processes; Image edge detection; Layout; Machine vision; Nonlinear filters;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition, 2004. ICPR 2004. Proceedings of the 17th International Conference on
  • ISSN
    1051-4651
  • Print_ISBN
    0-7695-2128-2
  • Type

    conf

  • DOI
    10.1109/ICPR.2004.1334382
  • Filename
    1334382