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
fDate :
Aug. 30 2011-Sept. 3 2011
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;
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2011.6091993