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Journal of Biomedical Optics

Automatic blood detection in capsule endoscopy video
Author(s): Adam Novozámský; Jan Flusser; Ilja Tachecí; Lukáš Sulík; Jan Bureš; Ondřej Krejcar
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Paper Abstract

We propose two automatic methods for detecting bleeding in wireless capsule endoscopy videos of the small intestine. The first one uses solely the color information, whereas the second one incorporates the assumptions about the blood spot shape and size. The original idea is namely the definition of a new color space that provides good separability of blood pixels and intestinal wall. Both methods can be applied either individually or their results can be fused together for the final decision. We evaluate their individual performance and various fusion rules on real data, manually annotated by an endoscopist.

Paper Details

Date Published: 9 December 2016
PDF: 8 pages
J. Biomed. Opt. 21(12) 126007 doi: 10.1117/1.JBO.21.12.126007
Published in: Journal of Biomedical Optics Volume 21, Issue 12
Show Author Affiliations
Adam Novozámský, Institute of Information Theory and Automation (Czech Republic)
Jan Flusser, Institute of Information Theory and Automation (Czech Republic)
Ilja Tachecí, Charles Univ. (Czech Republic)
Lukáš Sulík, Univ. of Hradec Králové (Czech Republic)
Jan Bureš, Charles Univ. (Czech Republic)
Ondřej Krejcar, Univ. of Hradec Králové (Czech Republic)


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