DocumentCode
2071707
Title
Detection of biological cells in phase-contrast video microscopy
Author
Aviña-Cervantes, J.G. ; Torres-Cisneros, M. ; Ambriz-Colin, F. ; Debeir, O. ; Sánchez-Mondragon, J.J.
Author_Institution
FIMEE, Univ. de Guanajuato
fYear
2006
fDate
7-10 Nov. 2006
Firstpage
239
Lastpage
243
Abstract
In this paper, we propose an automatic method to obtain cells detection and cells migration tracking in order to analyze cells behaviors under different conditions. The images were obtained using phase-contrast video microscopy method. Proposed method normalizes original images in order to increase image contrast, and a classification process based on variance operator determines the nature of pixels in the image as cells or background. Each detected cell is associated to its centroid in order to initialize the tracking procedure to quantify the migration process. This technique is a fast way to describe cells migrations, robust to cell contracts and mitosis, all over their trajectories.
Keywords
biological techniques; biology computing; cell motility; image classification; optical information processing; optical microscopy; optical tracking; automatic method; biological cell detection; cell contraction; cell migration tracking; cell mitosis; image classification; image contrast; phase-contrast video microscopy; variance operator; Biological cells; Biomedical optical imaging; Equations; Histograms; Image processing; Microscopy; Object detection; Phase detection; Photonics; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Electronics and Photonics, 2006. MEP 2006. Multiconference on
Conference_Location
Guanajuato
Print_ISBN
1-4244-0627-7
Electronic_ISBN
1-4244-0628-5
Type
conf
DOI
10.1109/MEP.2006.335672
Filename
4135756
Link To Document