• DocumentCode
    2923055
  • Title

    Segmenting the sepal and shoot apical meristem of Arabidopsis thaliana

  • Author

    Cunha, Alexandre L. ; Roeder, Adrienne H K ; Meyerowitz, Elliot M.

  • Author_Institution
    Center for Adv. Comput. Res., California Inst. of Technol., Pasadena, CA, USA
  • fYear
    2010
  • fDate
    Aug. 31 2010-Sept. 4 2010
  • Firstpage
    5338
  • Lastpage
    5342
  • Abstract
    We present methods for segmenting the sepal and shoot apical meristem of the Arabidopsis thaliana plant. We propose a mathematical morphology pipeline and a modified numerical scheme for the active contours without edges algorithm to extract the geometry and topology of plant cells imaged using confocal laser scanning microscopy. We demonstrate our methods in typical images used in the studies of cell endoreduplication and hormone transport and show that in practice they produce highly accurate results requiring little human intervention to cope with image aberrations.
  • Keywords
    biology computing; botany; cellular biophysics; cellular transport; image segmentation; mathematical morphology; optical microscopy; Arabidopsis thaliana plant; active contours; cell endoreduplication; confocal laser scanning microscopy; hormone transport; image aberration; mathematical morphology; plant cells; segmentation; sepal; shoot apical meristem; Epidermis; Image edge detection; Image segmentation; Morphology; Noise reduction; Pixel; Three dimensional displays; Arabidopsis; Cell Shape; Cell Wall; Flowers; Image Processing, Computer-Assisted; Meristem;
  • 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.2010.5626342
  • Filename
    5626342