• DocumentCode
    2805626
  • 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
  • fYear
    2006
  • fDate
    Nov. 2006
  • Firstpage
    68
  • Lastpage
    77
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Artificial Intelligence, 2006. MICAI '06. Fifth Mexican International Conference on
  • Conference_Location
    Mexico City, Mexico
  • Print_ISBN
    0-7695-2722-1
  • Type

    conf

  • DOI
    10.1109/MICAI.2006.12
  • Filename
    4022140