Title :
An automated cell detection algorithm for lensfree shadow imaging platform
Author :
Roy, Matthieu ; Junhee Lee ; Geonsoo Jin ; Sungkyu Seo ; Myung-Hyun Nam
Author_Institution :
Dept. of Electron. & Inf. Eng., Korea Univ., Sejong, South Korea
Abstract :
Here we propose an automated cell detection and counting algorithm for lens-free shadow imaging platform. This approach is based on the adaptive thresholding algorithm. The spatial variation of the threshold values is determined by the moving window technique. The shadow images of the Red Blood Cells(RBCs) are well detected and specified by the algorithm. The cell counting results from the algorithm for different concentration of blood cells are verified with the established cell counting results.
Keywords :
biomedical optical imaging; blood; cellular biophysics; medical image processing; object detection; RBC; Red Blood Cells; adaptive thresholding algorithm; automated cell detection algorithm; blood cell concentration; cell counting; counting algorithm; lens-free shadow imaging platform; moving window technique; spatial variation; threshold value; Blood; Educational institutions; Histograms; Image processing; Imaging; Manuals; Signal processing algorithms; Adaptive threshold; Cytometry; Lens-free imaging;
Conference_Titel :
Emerging Trends in Communication, Control, Signal Processing & Computing Applications (C2SPCA), 2013 International Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-4799-1082-3
DOI :
10.1109/C2SPCA.2013.6749378