• DocumentCode
    2499256
  • Title

    Anisotropic Contour Completion for Cell Microinjection Targeting

  • Author

    Becattini, Gabriele ; Mattos, Leonardo S. ; Caldwell, Darwin G.

  • Author_Institution
    Adv. Robot. Dept., Italian Inst. of Technol., Genova, Italy
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    2262
  • Lastpage
    2265
  • Abstract
    This paper shows a novel application of the diffusion tensor for anisotropic image processing. The designed system aims at spotting and localizing injection points on a population of adherent cells lying on a Petri´s dish. The overall procedure is described including pre-filtering, ridge enhancement, cell segmentation, shape analysis and injection point detection. The anisotropic contour completion (ACC) employed is equivalent to a dilation with a continuous elliptic structural element that takes into account the local orientation of the contours to be closed, preventing extension towards the normal direction. Experiments carried out on real images from an optical microscope revealed a remarkable reliability with up to 86% of cells in the field of view correctly segmented and targeted for microinjection.
  • Keywords
    biology computing; edge detection; filtering theory; image segmentation; shape recognition; anisotropic contour completion; anisotropic image processing; cell microinjection targeting; cell segmentation; continuous elliptic structural element; diffusion tensor; localizing injection points; ridge enhancement; shape analysis; Detectors; Heating; Image edge detection; Image segmentation; Microscopy; Pixel; Shape; cell microinjection; contour completion; edge detection; target selection;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.554
  • Filename
    5596993