• DocumentCode
    2928847
  • Title

    Three dimensional template matching segmentation method for motile cells in 3D+t video sequences

  • Author

    Pimentel, J.A. ; Corkidi, G.

  • Author_Institution
    PhD Program in Eng. & Comput. Sci., Univ. Nac. Autonoma de Mexico, Mexico City, Mexico
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    4777
  • Lastpage
    4780
  • Abstract
    In this work, we describe a segmentation cell method oriented to deal with experimental data obtained from 3D+t microscopical volumes. The proposed segmentation technique takes advantage of the pattern of appearances exhibited by the objects (cells) from different focal planes, as a result of the object translucent properties and its interaction with light. This information allows us to discriminate between cells and artifacts (dust an other) with equivalent size and shape that are present in the biological preparation. Using a simple correlation criteria, the method matches a 3D video template (extracted from a sample of cells) with the motile cells contained into the biological sample, obtaining a high rate of true positives while discarding artifacts. In this work, our analysis is focused on sea urchin spermatozoa cells but is applicable to many other microscopical structures having the same optical properties.
  • Keywords
    biological techniques; biology computing; cell motility; image matching; image segmentation; image sequences; optical microscopy; video signal processing; 3D+t microscopical volumes; 3D+t video sequences; biological preparation; focal planes; microscope; motile cells; sea urchin; spermatozoa cells; three dimensional template matching segmentation method; translucent properties; Cells (biology); Microscopy; Optical microscopy; Shape; Three dimensional displays; Video sequences; Algorithms; Animals; Cell Tracking; Cells, Cultured; Image Enhancement; Image Interpretation, Computer-Assisted; Imaging, Three-Dimensional; Male; Microscopy, Video; Pattern Recognition, Automated; Reproducibility of Results; Sea Urchins; Sensitivity and Specificity; Spermatozoa; Subtraction Technique;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
  • Conference_Location
    Buenos Aires
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4123-5
  • Type

    conf

  • DOI
    10.1109/IEMBS.2010.5626633
  • Filename
    5626633