• DocumentCode
    3507878
  • Title

    Low frame rate cell tracking: A Delaunay graph matching approach

  • Author

    Chen, Yuxi ; Quelhas, Pedro ; Campilho, Aurélio

  • Author_Institution
    INEB-Inst. de Eng. Biomedica, Porto, Portugal
  • fYear
    2011
  • fDate
    March 30 2011-April 2 2011
  • Firstpage
    1015
  • Lastpage
    1018
  • Abstract
    Cell tracking is a fundamental problem for studying live cell dynamics. A novel approach for low frame rate cell tracking in fluorescent microscopy image is herein proposed. The method is based on sliding band filter detection and Delaunay triangulation sub-graph matching. With this approach we can track a large amount of small cells without their motion model and not relying on cell motion continuity between consecutive images. The effectiveness and robustness of the method were validated by visual inspection and on a ground truth dataset.
  • Keywords
    biological techniques; cellular biophysics; fluorescence; mesh generation; object tracking; Delaunay graph matching; fluorescent microscopy; live cell dynamics; low frame rate cell tracking; sliding band filter detection; Image edge detection; Microscopy; Pixel; Target tracking; Trajectory; Cell tracking; Delaunay graph matching; low frame rate tracking; small target tracking;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
  • Conference_Location
    Chicago, IL
  • ISSN
    1945-7928
  • Print_ISBN
    978-1-4244-4127-3
  • Electronic_ISBN
    1945-7928
  • Type

    conf

  • DOI
    10.1109/ISBI.2011.5872573
  • Filename
    5872573