• DocumentCode
    3083273
  • Title

    Edge preserving orientation adaptive filtering

  • Author

    Bakker, P. ; van Vliet, L.J. ; Verbeek, P.W.

  • Author_Institution
    Dept. of Appl. Phys., Delft Univ. of Technol., Netherlands
  • Volume
    1
  • fYear
    1999
  • fDate
    1999
  • Abstract
    In this paper we describe a new stragegy for combining orientation adaptive filtering and edge preserving filtering. The filter adapts to the local orientation and avoids filtering across borders. The local orientation for steering the filter will be estimated in a fixed sized window which never contains two orientation fields. This can be achieved using generalized Kuwahara filtering. This filter selects from a set of fixed sized windows that contain the current pixel, the orientation of the window with the highest anisotropy. We compare out filter strategy with a multi-scale approach. We found that our filter strategy has a lower complexity and yields a constant improvement of the SNR
  • Keywords
    filtering theory; image processing; adaptive filtering; edge preserving filtering; generalized Kuwahara filtering; orientation adaptive filtering; Adaptive filters; Anisotropic magnetoresistance; Filtering; Noise reduction; Nonlinear filters; Pattern recognition; Physics; Signal to noise ratio; Smoothing methods; Wiener filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision and Pattern Recognition, 1999. IEEE Computer Society Conference on.
  • Conference_Location
    Fort Collins, CO
  • ISSN
    1063-6919
  • Print_ISBN
    0-7695-0149-4
  • Type

    conf

  • DOI
    10.1109/CVPR.1999.786989
  • Filename
    786989