• DocumentCode
    1383708
  • Title

    A quasi-Euclidean norm to speed up vector median filtering

  • Author

    Barni, Mauro ; Buti, Fabio ; Bartolini, Franco ; Cappellini, Vito

  • Author_Institution
    Dipt. di Ingegneria dell´´Inf., Siena Univ., Italy
  • Volume
    9
  • Issue
    10
  • fYear
    2000
  • fDate
    10/1/2000 12:00:00 AM
  • Firstpage
    1704
  • Lastpage
    1709
  • Abstract
    For reducing impulsive noise without degrading image contours, median filtering is a powerful tool. In multiband images, as for example color images or vector fields obtained by optic flow computation, a vector median filter can be used. Vector median filters are defined on the basis of a suitable distance, the best performing distance being the Euclidean. Euclidean distance is evaluated by using the Euclidean norm which is quite demanding from the point of view of computation given that a square root is required. In this paper an optimal piece-wise linear approximation of the Euclidean norm is presented which is applied to vector median filtering
  • Keywords
    image colour analysis; image sequences; impulse noise; interference suppression; median filters; Euclidean distance; color images; image contours; impulsive noise; multiband images; optic flow computation; optimal piece-wise linear approximation; quasi-Euclidean norm; vector fields; vector median filtering; Color; Degradation; Euclidean distance; Filtering; Image motion analysis; Noise reduction; Optical computing; Optical filters; Optical noise; Piecewise linear techniques;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/83.869182
  • Filename
    869182