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Research on Biological Materials by Applied Technology with an Algorithm for Identifying and Counting Cells in Microscopic Particle Image

Authors :
Sui Yuan Zhang
Xian Qiao Chen
Xiang Cai
Ze Wu Jiang
Rui Wang
Source :
Applied Mechanics and Materials. 540:352-355
Publication Year :
2014
Publisher :
Trans Tech Publications, Ltd., 2014.

Abstract

Cells are fundamental units of life, and the key point in the field of biomaterial. Biological cells are always with high density, small nucleus and much impurities. Based on the technology of image processing, we propose a new method to count cells on the image of microscopic cells with high level of recognition. To precisely count the number, our method includes edge detecting and marking, efficient usage of three channel information of enhanced nucleus, binaryzation of dynamic threshold in separated areas and finally denoising. The experiment shows that the method is precise and quickly-reacted, moreover it can effectively rule out the impact of impurities. With little adjustment, it can apply to some other fields, not only decrease the labor involved, but the budget as well.

Details

ISSN :
16627482
Volume :
540
Database :
OpenAIRE
Journal :
Applied Mechanics and Materials
Accession number :
edsair.doi...........ad9adb0a32b6d5d63604f1ed0e2edcda
Full Text :
https://doi.org/10.4028/www.scientific.net/amm.540.352