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
fDate :
Aug. 31 2010-Sept. 4 2010
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626342