• DocumentCode
    3205801
  • Title

    Improved rank conditioned median filter for removal of impulse noise from images

  • Author

    Singh, Kh Manglem ; Bora, Prabin K.

  • Author_Institution
    Dept. of Electron. & Commun. Eng., Indian Inst. of Technol., Guwahati, India
  • Volume
    1
  • fYear
    2002
  • fDate
    28-31 Oct. 2002
  • Firstpage
    557
  • Abstract
    This paper presents an improved rank-conditioned median filter, with the ability of the median filter to remove the impulse noise and the rank conditioned median filter to preserve edges and fine image details. The center pixel that lies outside the trimming range after ranking in the rank-conditioned median algorithm may not be the corrupted pixel, but it may be a pixel on the edge or image detail and therefore, it is further verified if the central sample is a possible candidate for being an impulse by thresholding. The better performance of the new filter is demonstrated.
  • Keywords
    filtering theory; image processing; impulse noise; median filters; center pixel; corrupted pixel; edge preservation; fine image details; image detail; improved rank conditioned median filter; impulse noise removal; rank-conditioned median algorithm; thresholding; trimming range; Computer vision; Digital filters; Digital images; Frequency; Image processing; Information filtering; Information filters; Low pass filters; Nonlinear filters; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON '02. Proceedings. 2002 IEEE Region 10 Conference on Computers, Communications, Control and Power Engineering
  • Print_ISBN
    0-7803-7490-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2002.1181336
  • Filename
    1181336