DocumentCode
2610718
Title
Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy
Author
Vilarino, Fernando ; Spyridonos, P. ; Pujol, Olivier ; Vitria, J. ; Radeva, P. ; de Iorio, F.
Author_Institution
Conputer Vision Center, Univ. Autonoma de Barcelona
Volume
4
fYear
0
fDate
0-0 0
Firstpage
719
Lastpage
722
Abstract
Wireless capsule video endoscopy is a novel and challenging clinical technique, whose major reported drawback relates to the high amount of time needed for video visualization. In this paper, we propose a method for the rejection of the parts of the video resulting not valid for analysis by means of automatic detection of intestinal juices. We applied Gabor filters for the characterization of the bubble-like shape of intestinal juices in fasting patients. Our method achieves a significant reduction in visualization time, with no relevant loss of valid frames. The proposed approach is easily extensible to other image analysis scenarios where the described pattern of bubbles can be found
Keywords
Gabor filters; biological organs; data visualisation; endoscopes; medical signal processing; patient diagnosis; video signal processing; Gabor filters; bubble-like shape; clinical technique; fasting patients; intestinal juice detection; video visualization; wireless capsule video endoscopy; Clinical diagnosis; Endoscopes; Fluids and secretions; Gabor filters; Hospitals; Image sequence analysis; Intestines; Lighting; Shape; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Pattern Recognition, 2006. ICPR 2006. 18th International Conference on
Conference_Location
Hong Kong
ISSN
1051-4651
Print_ISBN
0-7695-2521-0
Type
conf
DOI
10.1109/ICPR.2006.296
Filename
1699942
Link To Document