• 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