DocumentCode
3565541
Title
Fold contour estimation technique for pre-processing 3D colonoscopy images: Polyp cases
Author
Arianti, Diah ; Shahril, Rosdiana ; Baharun, Sabariah ; Islam, A. K. M. Muzahidul ; Komaki, Shozo
Author_Institution
Malaysia Japan Inst. of Technol., Univ. Teknol. Malaysia, Kuala Lumpur, Malaysia
fYear
2014
Firstpage
883
Lastpage
888
Abstract
Colon fold mapping is useful as the basis of a 3D reconstruction from 2D colonoscopy single image. The existence of abnormality, such as polyp, will cause errors, since this method is based on edge detection. In this paper, a novel algorithm to determine the colon folds of colonoscopy images is introduced. The proposed methods divided into three main steps. The first step is the preprocessing with removing of specular highlight, blood vessel, and shading. The second step is selecting the actual colon fold, which is done by identifying the fold characteristic using curvature analysis, and compared it with the polyp characteristic. The final step is closing the colon fold contour. The preliminary results show that the proposed algorithm forming a colon fold correctly, although there are polyps in the intestines. Some consideration remains for further development of colon polyps fold estimation in case.
Keywords
biomedical optical imaging; blood vessels; diseases; endoscopes; medical image processing; 3D colonoscopy image preprocessing; blood vessel; colon fold contour; colon polyps case; colon polyps fold estimation; curvature analysis; fold characteristic identification; fold contour estimation technique; specular highlight; Biomedical imaging; Blood vessels; Cameras; Colon; Colonoscopy; Image edge detection; Three-dimensional displays;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Engineering and Sciences (IECBES), 2014 IEEE Conference on
Type
conf
DOI
10.1109/IECBES.2014.7047639
Filename
7047639
Link To Document