• DocumentCode
    2028575
  • Title

    Telegraph-Diffusion Operator for Image Enhancement

  • Author

    Ratner, Vadim ; Zeevi, Yehoshua Y.

  • Author_Institution
    Technion -Israel Inst. of Technol., Haifa
  • Volume
    1
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    Image denoising and enhancement problems have many physical analogues that highlight new approaches to novel solutions. One such solution, based on viewing the image as elastic sheet, is presented. A processing scheme for grayscale images is outlined and further considered in the context of color images. Preliminary analysis and simulations on noisy images indicate that multidimensional manifold representation of combined space-color information incorporates the advantages of separate color channel representations. Experimental analysis reveals elastic sheet method to be a powerful and robust denoising tool, which preserves most meaningful details.
  • Keywords
    image colour analysis; image denoising; image enhancement; color channel representation; elastic sheet; grayscale image; image color; image denoising; image edge analysis; image enhancement; noisy image; space-color information; telegraph-diffusion operator; Analytical models; Colored noise; Gray-scale; Image analysis; Image color analysis; Image denoising; Image enhancement; Information analysis; Multidimensional systems; Robustness; Color; diffusion process; image edge analysis; image enhancement; image processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2007. ICIP 2007. IEEE International Conference on
  • Conference_Location
    San Antonio, TX
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1437-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2007.4379007
  • Filename
    4379007