• DocumentCode
    3238909
  • Title

    On the fast modified vector median filter

  • Author

    Smolka, B. ; Szczepanski, M. ; Plataniotis, K.N. ; Venetsanopoulos, A.N.

  • Author_Institution
    Dept. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
  • Volume
    2
  • fYear
    2001
  • fDate
    2001
  • Firstpage
    1315
  • Abstract
    A new filtering approach designed to eliminate impulsive noise in color images, while preserving fine image details is presented in this paper. The computational complexity of the new filter is lower than that of the vector median. The comparison shows that the new filter outperforms the VMF, as well as other standard procedures used in color image processing, when the impulse noise is to be eliminated
  • Keywords
    computational complexity; filtering theory; image colour analysis; impulse noise; mean square error methods; median filters; NMSE; PSNR; RMSE; color image processing; computational complexity; fast modified vector median filter; fine image details preservation; impulsive noise elimination; nonlinear multichannel filters; normalized color difference; normalized mean square error; peak signal to noise ratio; root mean squared error; Color; Colored noise; Computational complexity; Educational institutions; Euclidean distance; Filtering; Filters; Noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Computer Engineering, 2001. Canadian Conference on
  • Conference_Location
    Toronto, Ont.
  • ISSN
    0840-7789
  • Print_ISBN
    0-7803-6715-4
  • Type

    conf

  • DOI
    10.1109/CCECE.2001.933636
  • Filename
    933636
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3238909