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
Link To Document