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
Link To Document :
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