• DocumentCode
    2872173
  • Title

    A Nonlinear Filter Based on Row and Column Operation for Positive Impulsive Noise Reduction

  • Author

    Chen, Shuyue ; Qiu, Yun ; Feng, Jun

  • Author_Institution
    Sch. of Inf. Sci. & Eng., Jiangsu Polytech. Univ., Changzhou, China
  • Volume
    2
  • fYear
    2009
  • fDate
    18-19 July 2009
  • Firstpage
    44
  • Lastpage
    46
  • Abstract
    The positive impulsive noise may be caused by electron radiation in the photo-electronic imaging system. A novel nonlinear filter based on row and column filtering(RCF) was presented and its denoise and detail preservation properties were analyzed. According to the statistical behaviors of each row and column of an image, the pixel value is determined by its neighborhood. Each row is operated firstly. Then each column processing gives the final result. The given filter was compared with median filter, recursive median filter, adaptive filter and robust statistical adaptive filter through the computer simulations. It is shown that the filter is of a high performance for positive impulsive noise removal and detail preservation.
  • Keywords
    image denoising; impulse noise; nonlinear filters; electron radiation; nonlinear filter; photoelectronic imaging; positive impulsive noise reduction; recursive median filter; robust statistical adaptive filter; row and column filtering; Adaptive filters; Electronic mail; Information filtering; Information filters; Information processing; Information science; Noise reduction; Noise robustness; Nonlinear filters; Pixel; image denoise; image processing; impulsive noise; nonlinear filter;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Processing, 2009. APCIP 2009. Asia-Pacific Conference on
  • Conference_Location
    Shenzhen
  • Print_ISBN
    978-0-7695-3699-6
  • Type

    conf

  • DOI
    10.1109/APCIP.2009.147
  • Filename
    5197132