• DocumentCode
    1653966
  • Title

    Modified biased anisotropic diffusion processing of noisy color images

  • Author

    Smolka, Bogdan

  • Author_Institution
    Silesian Univ. of Technol., Gliwice
  • fYear
    2008
  • Firstpage
    777
  • Lastpage
    780
  • Abstract
    In this paper a new approach to the problem of noise reduction in color images is presented. The novel technique is based on a modification of the biased anisotropic diffusion. In the modified iterative scheme, the original noisy signal embedded in the biased anisotropic diffusion framework is replaced by an image processed by a nonlinear multichannel filter. The experiments revealed, that the proposed solution significantly excels over the standard anisotropic diffusion methods in case of the mixed Gaussian and impulse noise contaminating the color image. The main benefits of the proposed approach are its rapid convergence to the final stable state, low computational complexity and good performance in complex noise scenarios.
  • Keywords
    Gaussian noise; image colour analysis; impulse noise; iterative methods; nonlinear filters; biased anisotropic diffusion processing; impulse noise; mixed Gaussian noise; noise reduction; noisy color images; nonlinear multichannel filter; Anisotropic magnetoresistance; Color; Colored noise; Conductivity; Equations; Gaussian noise; Noise reduction; PSNR; Signal processing; Space heating;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing, 2008. ICSP 2008. 9th International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-4244-2178-7
  • Electronic_ISBN
    978-1-4244-2179-4
  • Type

    conf

  • DOI
    10.1109/ICOSP.2008.4697245
  • Filename
    4697245