DocumentCode
2255722
Title
The improved matching method to cell extract using ellipse template
Author
Huangfu, M. ; Konaka, S. ; Akutagawa, M. ; Emoto, T.
Author_Institution
Grad. Sch. of Adv. Technol. & Sci., Univ. of Tokushima, Tokushima, Japan
fYear
2012
fDate
5-7 Jan. 2012
Firstpage
325
Lastpage
328
Abstract
Cell distributions between cancer tissue and normal tissue images are different. In this study, in order to distinguish the cancer image, image processing is used to extract cell nucleus from the images by techniques of an edge extraction and an elliptic ring template matching. The matching method is improved by one-pixel step moving and by calculating matching rates for both on-ring and in-ring. As the result, typical 4 cells in a normal tissue image have been successfully extracted with matching threshold margin of 3%, when the cell nucleus edges are extracted by thresholding an edge gradient of 4.0.
Keywords
biological tissues; edge detection; feature extraction; gradient methods; image matching; medical image processing; cancer tissue images; cell distributions; cell extraction; cell nucleus extraction; edge extraction; edge gradient; ellipse template; elliptic ring template matching; image processing; improved matching method; normal tissue images; one-pixel step;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical and Health Informatics (BHI), 2012 IEEE-EMBS International Conference on
Conference_Location
Hong Kong
Print_ISBN
978-1-4577-2176-2
Electronic_ISBN
978-1-4577-2175-5
Type
conf
DOI
10.1109/BHI.2012.6211578
Filename
6211578
Link To Document