• DocumentCode
    672260
  • Title

    A novel algorithm for random-valued-impulse noise detection and removal using Chebyshev polynomial interpolation

  • Author

    Bodduna, Kireeti

  • Author_Institution
    Dept. of Phys. Sci., Indian Inst. of Sci. Educ. & Res., Kolkata, India
  • fYear
    2013
  • fDate
    9-11 Dec. 2013
  • Firstpage
    410
  • Lastpage
    415
  • Abstract
    This paper proposes an efficient way to remove random valued impulse noise and also the edge-preserving regularization of the henceforth obtained image. We follow a two phase mechanism where the noisy pixels in the interior regions are dealt with first and those in the edge regions later. Promising results were found even for Noise levels as high as 60% with the proposed algorithm.
  • Keywords
    Chebyshev approximation; edge detection; image denoising; interpolation; polynomials; Chebyshev polynomial interpolation; edge preserving regularization; edge regions; noise levels; novel algorithm; random valued impulse noise detection; Chebyshev approximation; Image edge detection; Interpolation; Noise measurement; PSNR; Wavelet transforms; Chebyshev Polynomials; Dyadic wavelets; Edge-detail preservation; Impulse Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Information Processing (ICIIP), 2013 IEEE Second International Conference on
  • Conference_Location
    Shimla
  • Print_ISBN
    978-1-4673-6099-9
  • Type

    conf

  • DOI
    10.1109/ICIIP.2013.6707625
  • Filename
    6707625