Document Detail


Segmenting and counting of wall-pasted cells based on gabor filter.
MedLine Citation:
PMID:  17282957     Owner:  NLM     Status:  In-Data-Review    
Abstract/OtherAbstract:
Correctly counting the live cells plays a great role in the ectogenetic anti-virus experiment. According to the irregular shape and arbitrary size of the wall pasted Hela cells overlapping each other, we propose a scheme to segment and count the cells using Gabor filter with different parameters and Morphological operation. Experiments reveal that filters with different parameters will lead to different results and a better segmentation will be achieved based on the characteristics of cells and optimal parameters. Large amount of experiment results show that this algorithm can successfully segment the cells and the accuracy arrives at 99.3%. This scheme based on image analysis and pattern recognition can overcome some disadvantages of traditional approaches, shortening anti-virus experimental period and reducing experimental cost.
Authors:
Nongliang Sun; Saicong Xu; Maoyong Cao; Jing Li
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Publication Detail:
Type:  Journal Article    
Journal Detail:
Title:  Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference     Volume:  3     ISSN:  1557-170X     ISO Abbreviation:  Conf Proc IEEE Eng Med Biol Soc     Publication Date:  2005  
Date Detail:
Created Date:  2007-02-06     Completed Date:  -     Revised Date:  -    
Medline Journal Info:
Nlm Unique ID:  101243413     Medline TA:  Conf Proc IEEE Eng Med Biol Soc     Country:  United States    
Other Details:
Languages:  eng     Pagination:  3324-7     Citation Subset:  -    
Affiliation:
Member, IEEE, College of Information and Electrical Engineering, Shandong University of Science and Technology, Qingdao, China. (Tel:+86-532-86057928; fax: +86-532-86057153; e-mail: jackson@sdust.edu.cn).
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