DocumentCode
2505910
Title
Automatic segmentation of time-lapse microscopy images depicting a live Dharma embryo
Author
Zacharia, Eleni ; Bondesson, Maria ; Riu, Anne ; Ducharme, Nicole A. ; Gustafsson, Jan-Åke ; Kakadiaris, Ioannis A.
Author_Institution
Dept. of Comput. Sci., Univ. of Houston, Houston, TX, USA
fYear
2011
fDate
Aug. 30 2011-Sept. 3 2011
Firstpage
8082
Lastpage
8085
Abstract
Biological inferences about the toxicity of chemicals reached during experiments on the zebrafish Dharma embryo can be greatly affected by the analysis of the time-lapse microscopy images depicting the embryo. Among the stages of image analysis, automatic and accurate segmentation of the Dharma embryo is the most crucial and challenging. In this paper, an accurate and automatic segmentation approach for the segmentation of the Dharma embryo data obtained by fluorescent time-lapse microscopy is proposed. Experiments performed in four stacks of 3D images over time have shown promising results.
Keywords
biological techniques; image segmentation; optical microscopy; toxicology; Dharma embryo; automatic segmentation; fluorescent time-lapse microscopy; toxicity; zebrafish; Biological cells; Chemicals; Embryo; Genetic algorithms; Image segmentation; Microscopy; Three dimensional displays; Animals; Automation; Chromosomes; Embryo, Nonmammalian; Image Processing, Computer-Assisted; Microscopy, Fluorescence; Time-Lapse Imaging; Zebrafish;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location
Boston, MA
ISSN
1557-170X
Print_ISBN
978-1-4244-4121-1
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2011.6091993
Filename
6091993
Link To Document