• DocumentCode
    442412
  • Title

    Fast technique of impulsive noise removal in multichannel images

  • Author

    Smolka, B. ; Chydzinski, A. ; Lukac, R. ; Plataniotsis, K.N. ; Venetsanopoulos, A.N.

  • Author_Institution
    Fac. of Autom. Control, Electron. & Comput. Sci., Silesian Tech. Univ., Gliwice, Poland
  • Volume
    3
  • fYear
    2005
  • fDate
    20-23 June 2005
  • Firstpage
    1267
  • Abstract
    In this paper a novel approach to the impulsive noise removal in color images is presented. The proposed technique employs the switching scheme based on the impulse detection mechanism using the so called peer group concept. Compared to the vector median filter, the proposed technique consistently yields better results in suppressing both the random-valued and fixed-valued impulsive noise. The main advantage of the proposed noise detection framework is its enormous computational speed, which enables efficient filtering of large images in real-time applications.
  • Keywords
    image colour analysis; image denoising; impulse noise; median filters; color images; fast technique; fixed-valued impulsive noise; images filtering; impulse detection mechanism; impulsive noise removal; multichannel images; peer group concept; random-valued impulsive noise; switching scheme; Automatic control; Color; Colored noise; Computer science; Educational institutions; Filtering; Noise reduction; Nonlinear filters; Strontium; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics, 2005. ISIE 2005. Proceedings of the IEEE International Symposium on
  • Conference_Location
    Dubrovnik, Croatia
  • Print_ISBN
    0-7803-8738-4
  • Type

    conf

  • DOI
    10.1109/ISIE.2005.1529107
  • Filename
    1529107