• DocumentCode
    2239573
  • Title

    A New Efficient Approach for Removal of Impulse Noise for Color Images

  • Author

    Wakabayashi, Yasuhide ; Taguchi, Akira

  • Author_Institution
    Dept. of Electr. & Electron. Eng., Musashi Inst. of Technol., Tokyo
  • fYear
    2006
  • fDate
    4-7 Dec. 2006
  • Firstpage
    85
  • Lastpage
    88
  • Abstract
    An efficient technique for impulsive noise detection and removal for color images is presented in this paper. In order to preserve edge/detail of image, filtering is performed only corrupted pixels. Thus, all noisy pixels should be detected. The pixels detected as noisy are regarded as the missing value. Thus, the interpolation technique can be used for estimating of missing value. In color natural images, all color channels have very similar characteristics such as texture and edge location. In the demosaicking problem of the charge-coupled device (CCD) samples, interpolation of the missing color component is performed using the available two other components. We can use the demosaicking methodology to estimating the value of noisy pixels. This paper presents a novel method for restoring impulsive noisy color images, which is constructed by the noise detector and the interpolator based on the demosaicking methodology
  • Keywords
    filtering theory; image colour analysis; image denoising; image segmentation; impulse noise; interpolation; charge-coupled device samples; color channels; corrupted pixels; demosaicking problem; edge location; filtering; impulse noise removal; impulsive noise detection; impulsive noisy color images; interpolation technique; noise detector; noisy pixels; Charge coupled devices; Color; Colored noise; Detectors; Filtering; Filters; Image edge detection; Image restoration; Interpolation; Pixel; Impulse noise; color images; demosaicking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2006. APCCAS 2006. IEEE Asia Pacific Conference on
  • Conference_Location
    Singapore
  • Print_ISBN
    1-4244-0387-1
  • Type

    conf

  • DOI
    10.1109/APCCAS.2006.342302
  • Filename
    4145338