DocumentCode
2926447
Title
Muscularis mucosae layer detection in colon biopsy images
Author
Ahmad, Mohd Yamim ; Mohamed, Azlinah ; Yusof, Yasmim Anum Mohd ; Ali, Siti Aishah Md
Author_Institution
Fac. of Comput. & Math. Sci, Univ. Technol. MARA, Shah Alam, Malaysia
fYear
2011
fDate
14-16 Nov. 2011
Firstpage
1
Lastpage
4
Abstract
Manual screening of colon cancer biopsy tissue under microscope is difficult and time consuming. With the help of a computerized system, the diagnosis time can be shortened. In this paper, we proposed a method of detecting the layer of muscularis mucosae in the colon biopsy tissue image. By using RGB color information, we analyzed 65 images and preserved a specific range of color and evaluated the density of the preserved colour. A separation line is drawn to distinguish the layers. The result shows that by using the proposed method, layer of muscularis mucosae are detected with about 84% accuracy. The output of this detection is highly important as supporting evidence in the colon cancer cells image detection.
Keywords
biological tissues; cancer; image colour analysis; medical image processing; object detection; RGB color information; colon biopsy images; colon cancer biopsy tissue; image detection; microscope; muscularis mucosae layer detection; Multimedia communication; Image processing; RGB; colon cancer; muscularis mucosae;
fLanguage
English
Publisher
ieee
Conference_Titel
Information Technology and Multimedia (ICIM), 2011 International Conference on
Conference_Location
Kuala Lumpur
Print_ISBN
978-1-4577-0988-3
Type
conf
DOI
10.1109/ICIMU.2011.6122758
Filename
6122758
Link To Document