DocumentCode :
228642
Title :
Cell image segmentation and color coding based on nucleus to cell ratio
Author :
John, Jisha ; Nair, Madhu S. ; Wilscy, M. ; Anil Kumar, P.R.
Author_Institution :
Dept. of Comput. Sci., Univ. of Kerala, Thiruvananthapuram, India
fYear :
2014
fDate :
13-14 Feb. 2014
Firstpage :
1
Lastpage :
5
Abstract :
Biomedical analysis is a highly challenging area where lot of research activities is going on. Many automated biomedical image processing procedures have cell segmentation as its first step. Manual methods for this purpose are imprecise, tedious and highly subjective. Hence, novel automated methods are necessary. Analysis of cells includes segmenting the cells as well as computing the area of cell and nucleus. The nucleus to cellular ratio is crucial in determining the type of cells as well as detecting cancerous or damaged cells. In this paper, we propose a novel method to segment nucleus and cell and color code the cells based on their increasing nucleus to cellular ratio. Our tool will help scientists analyze biomedical images in a much better and efficient manner. The results of the proposed method have been compared with the most popular interactive image analysis tool ImageJ. The results obtained using our method is visually more appealing and easier for analysis.
Keywords :
cancer; cellular biophysics; image coding; image colour analysis; image segmentation; medical image processing; ImageJ; automated biomedical image processing procedures; biomedical analysis; cancerous cell detection; cell analysis; cell area; cell image segmentation; cell type; color coding; damaged cell detection; interactive image analysis tool; manual method; nucleus area; nucleus to cell ratio; nucleus to cellular ratio; Biomedical imaging; Equations; Fluorescence; Image segmentation; Cell; deformable model; level set segmentation; nucleus; watershed segmentation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Electronics and Communication Systems (ICECS), 2014 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-2321-2
Type :
conf
DOI :
10.1109/ECS.2014.6892712
Filename :
6892712
Link To Document :
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