DocumentCode :
2560856
Title :
Intestinal abnormality detection from endoscopic images
Author :
Krishnan, S.M. ; Yang, X. ; Chan, K.L. ; Kumar, S. ; Goh, P.M.Y.
Author_Institution :
Biomed. Eng. Res. Center, Nanyang Technol. Univ., Singapore
Volume :
2
fYear :
1998
fDate :
29 Oct-1 Nov 1998
Firstpage :
895
Abstract :
A method for the detecting the possible presence of abnormality during the endoscopy of the lower gastro-intestinal system is presented. Image contours corresponding to haustra creases in the colon are extracted and curvature of each contour is computed after non-parametric smoothing. Zero-crossings of curvature along the contour are then detected. The presence of abnormality is identified when there is a contour segment between two zero-crossings having the opposite curvature signs to those of the two neighboring contour segments. Results show that the proposed method for detecting the possible presence of abnormality such as polyps and tumors is feasible
Keywords :
biological organs; edge detection; medical image processing; optical images; tumours; colon; contour curvature calculation; endoscopic images; haustra creases; image contours; intestinal abnormality detection; lower gastrointestinal system; medical diagnostic imaging; neighboring contour segments; nonparametric smoothing; zero-crossings; Cancer detection; Colon; Colonic polyps; Endoscopes; Filters; Image analysis; Image edge detection; Intestines; Neoplasms; Shape;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, 1998. Proceedings of the 20th Annual International Conference of the IEEE
Conference_Location :
Hong Kong
ISSN :
1094-687X
Print_ISBN :
0-7803-5164-9
Type :
conf
DOI :
10.1109/IEMBS.1998.745583
Filename :
745583
Link To Document :
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