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Image-Enhanced Capsule Endoscopy Preserving the Original Color Tones

  • Hai Vu
  • Tomio Echigo
  • Keiko Yagi
  • Hirotoshi Okazaki
  • Yasuhiro Fujiwara
  • Yasushi Yagi
  • Tetsuo Arakawa
Part of the Lecture Notes in Computer Science book series (LNCS, volume 7029)

Abstract

This paper describes a technique to enhance a region-of- interest (ROI) in a capsule endoscopy (CE) image. Our aim is to improve distinguishing suspicious regions from normal ones without over-enhancing the image. Given a ROI by physicians, the proposed technique enhances the ROI so that the enhanced region remains as natural as possible. To achieve this, we utilize image features relating to a specific color space dedicated to gastrointestinal (GI) wall regions. The proposed approach starts by utilizing a self-organizing map to handle GI wall color components. The goal of preserving the original color tones is obtainable by using a histogram equalization technique in the proposed color space. As a result, the enhanced images only contain color components inferred from the color gamut of the human small bowel. The results of the proposed method are judged in terms of visual appearance by comparison with images obtained by the conventional enhancement technique.

Keywords

capsule endoscopy self-organizing map 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2012

Authors and Affiliations

  • Hai Vu
    • 1
  • Tomio Echigo
    • 2
  • Keiko Yagi
    • 3
  • Hirotoshi Okazaki
    • 4
  • Yasuhiro Fujiwara
    • 4
  • Yasushi Yagi
    • 1
  • Tetsuo Arakawa
    • 4
  1. 1.The Institute of Scientific and Industrial ResearchOsaka UniversityJapan
  2. 2.Osaka Electro-Communication UniversityJapan
  3. 3.Kobe Pharmaceutical UniversityJapan
  4. 4.Graduate School of MedicineOsaka City UniversityJapan

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