• DocumentCode
    2032908
  • Title

    Wireless Capsule Endoscopy Images Enhancement using Contrast Driven Forward and Backward Anisotropic Diffusion

  • Author

    Li, Baopu ; Meng, Max Q H

  • Author_Institution
    Chinese Univ. of Hong Kong, Hong Kong
  • Volume
    2
  • fYear
    2007
  • fDate
    Sept. 16 2007-Oct. 19 2007
  • Abstract
    The wireless capsule endoscopy (WCE) has been widely used to detect the diseases in gastrointestinal tract. However, the contrast of many images it produced is rather dark due to some reasons, which causes some difficulties to diagnosis and computer aided diagnosis. To overcome this shortcoming, we propose a forward and backward anisotropic diffusion method based on the contrast space to enhance the capsule endoscopy images. Experimental results show that this new method can provide a better visualization of the wireless capsule endoscopy images than the forward and backward Beltrami flow and the contrast-limited adaptive histogram equalization so as to assist the inspection of WCE images.
  • Keywords
    diseases; endoscopes; image enhancement; medical image processing; anisotropic diffusion; computer aided diagnosis; gastrointestinal tract; image enhancement; wireless capsule endoscopy; Anisotropic magnetoresistance; Diseases; Endoscopes; Gastrointestinal tract; Histograms; Image analysis; Image enhancement; Laplace equations; Smoothing methods; Visualization; Wireless capsule endoscopy; contrast; diffusion;
  • 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.2007.4379186
  • Filename
    4379186