• DocumentCode
    3322240
  • Title

    Analysis of the gastrointestinal status from wireless capsule endoscopy images using local color feature

  • Author

    Li, Baopu ; Meng, Max Q H

  • Author_Institution
    Chinese Univ. of Hong Kong, Hong Kong
  • fYear
    2007
  • fDate
    8-11 July 2007
  • Firstpage
    553
  • Lastpage
    557
  • Abstract
    Because of a few great advantages such as non-invasiveness and no sedation over traditional endoscopies and other imaging techniques for gastrointestinal diseases, the wireless capsule endoscopy invented by Given Imaging has found its wide applications in hospitals. However, one problem with this new technology is that too many images to be examined by eyes become a huge burden to physicians, so it is very necessary to help the physician do analysis or diagnosis using computerized methods. In this paper, a new method aimed for abnormal region detection is proposed. This new approach makes use of local color feature, also a very important clue for diagnosis by physicians, to discriminate between normal region and abnormal region. Experimental results show rather promising performance of the proposed scheme.
  • Keywords
    biomedical optical imaging; diseases; endoscopes; feature extraction; image colour analysis; medical image processing; object detection; abnormal region detection; gastrointestinal diseases; gastrointestinal status analysis; local color feature; wireless capsule endoscopy images; Application software; Diseases; Endoscopes; Gastrointestinal tract; Hemorrhaging; Hospitals; Image analysis; Image color analysis; Intestines; Ultrasonic imaging; Wireless capsule endoscopy image; color features; detection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Acquisition, 2007. ICIA '07. International Conference on
  • Conference_Location
    Seogwipo-si
  • Print_ISBN
    1-4244-1220-X
  • Electronic_ISBN
    1-4244-1220-X
  • Type

    conf

  • DOI
    10.1109/ICIA.2007.4295794
  • Filename
    4295794