• DocumentCode
    2040977
  • Title

    An improved directional difference filter for impulse noise reduction

  • Author

    Matsumoto, Mitsuharu

  • Author_Institution
    Educ. & Res. Center for Frontier Sci., Univ. of Electro-Commun., Tokyo, Japan
  • fYear
    2009
  • fDate
    16-18 Sept. 2009
  • Firstpage
    754
  • Lastpage
    759
  • Abstract
    Directional difference filter is a nonlinear filter to reduce the impulse noise. It does not employ order statistics such as median filter but employs directional difference in the local area. As it considers the edge information in the local area, it can reduce the impulse noise with preserving the image information compared to the other methods. However, it still requires a noise detector as pre-processing to avoid the image blur. In this paper, we look to the concept of a nonlinear filter labeled epsiv-filter and propose an improved directional difference filter, which can reduce the impulse noise with preserving the original image information without pre-processing. We also show the experimental results to evaluate the performance of the proposed method compared to other methods.
  • Keywords
    image denoising; image restoration; impulse noise; median filters; directional difference filter; edge information; image blur; image information; impulse noise reduction; median filter; noise detector; nonlinear filter; order statistics; Filters; Noise reduction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis, 2009. ISPA 2009. Proceedings of 6th International Symposium on
  • Conference_Location
    Salzburg
  • ISSN
    1845-5921
  • Print_ISBN
    978-953-184-135-1
  • Type

    conf

  • DOI
    10.1109/ISPA.2009.5297643
  • Filename
    5297643