• DocumentCode
    2152954
  • Title

    An Approach to Image Blind Denoising Based on Symmetric-Antisymmetric Orthonormal Multiwavelet and Multilevel Threshold

  • Author

    Zhang, Lin ; Wang, Shengqian ; Shu, Zhenghua ; Xie, Zhihua ; Gan, Lixin

  • Volume
    3
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    279
  • Lastpage
    283
  • Abstract
    In this paper, a new method of image blind denoising is proposed based on symmetric-antisymmetric orthonormal multiwavelet and multilevel threshold. In this method, noise deviation of noised image is estimated firstly; then noised image is decomposed by Sa4 multiwavelet; thirdly according to coefficients energy distribution and estimated noise deviation, the coefficients of different scale are dealed with different threshold; finally image is reconstructed by using the inverse multiwavelet transform. Experimental results prove that this method can get rid of image noise effectively and preserve image details well.
  • Keywords
    Data preprocessing; Filters; Gallium nitride; Image processing; Laboratories; Noise reduction; Optical noise; Optical signal processing; Signal processing; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2008. CISP '08. Congress on
  • Conference_Location
    Sanya, China
  • Print_ISBN
    978-0-7695-3119-9
  • Type

    conf

  • DOI
    10.1109/CISP.2008.259
  • Filename
    4566489