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Methods for polyp detection in colonoscopy videos: a review

  • Colonoscopy is one of the best methods for screening colon cancer. As the automatic detection of polyps in endoscopic images is a challenging task for image processing, a variety of research groups have proposed methods that try to fulfill this task to develop a system which supports the doctors during examination. However, the problem is still "at least partially" not solved. This paper gives a summary of 16 different polyp detection methods published in the last ten years. We found out that the major draw-back of many approaches is the lack of representative video data, which hinders comparison and evaluation of the published methods.

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Metadaten
Author:Stefan Ameling, Stephan Wirth, Dietrich Paulus
URN:urn:nbn:de:kola-2637
Series (Volume no.):Arbeitsberichte, FB Informatik (2008,14)
Document Type:Part of Periodical
Language:German
Date of completion:2008/12/16
Date of publication:2008/12/16
Publishing institution:Universität Koblenz-Landau, Universitätsbibliothek
Release Date:2008/12/16
Tag:Colonoscopy; Darmspiegelung; Koloskopie; Polypendetektion; polyp detection
Number of pages:10
Institutes:Fachbereich 4
Fachbereich 4 / Institut für Computervisualistik
Dewey Decimal Classification:0 Informatik, Informationswissenschaft, allgemeine Werke / 00 Informatik, Wissen, Systeme / 004 Datenverarbeitung; Informatik
Licence (German):License LogoEs gilt das deutsche Urheberrecht: § 53 UrhG