• DocumentCode
    2505910
  • Title

    Automatic segmentation of time-lapse microscopy images depicting a live Dharma embryo

  • Author

    Zacharia, Eleni ; Bondesson, Maria ; Riu, Anne ; Ducharme, Nicole A. ; Gustafsson, Jan-Åke ; Kakadiaris, Ioannis A.

  • Author_Institution
    Dept. of Comput. Sci., Univ. of Houston, Houston, TX, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    8082
  • Lastpage
    8085
  • Abstract
    Biological inferences about the toxicity of chemicals reached during experiments on the zebrafish Dharma embryo can be greatly affected by the analysis of the time-lapse microscopy images depicting the embryo. Among the stages of image analysis, automatic and accurate segmentation of the Dharma embryo is the most crucial and challenging. In this paper, an accurate and automatic segmentation approach for the segmentation of the Dharma embryo data obtained by fluorescent time-lapse microscopy is proposed. Experiments performed in four stacks of 3D images over time have shown promising results.
  • Keywords
    biological techniques; image segmentation; optical microscopy; toxicology; Dharma embryo; automatic segmentation; fluorescent time-lapse microscopy; toxicity; zebrafish; Biological cells; Chemicals; Embryo; Genetic algorithms; Image segmentation; Microscopy; Three dimensional displays; Animals; Automation; Chromosomes; Embryo, Nonmammalian; Image Processing, Computer-Assisted; Microscopy, Fluorescence; Time-Lapse Imaging; Zebrafish;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091993
  • Filename
    6091993