Title :
Detection of Biological Cells in Phase-Contrast Microscopy Images
Author :
Ambriz-Colín, F. ; Torres-Cisneros, M. ; Avina-Cervantes, J.G. ; Saavedra-Martinez, J.E. ; Debeir, O. ; Sánchez-Mondragón, J.J.
Author_Institution :
Universidad de Guanajuato, Mexico
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 :
Artificial intelligence; Biological cells; Biomedical optical imaging; Microscopy; Object detection; Phase detection; Photonics; Physics; Pixel; Videoconference;
Conference_Titel :
Artificial Intelligence, 2006. MICAI '06. Fifth Mexican International Conference on
Conference_Location :
Mexico City, Mexico
Print_ISBN :
0-7695-2722-1
DOI :
10.1109/MICAI.2006.12