DocumentCode
3507878
Title
Low frame rate cell tracking: A Delaunay graph matching approach
Author
Chen, Yuxi ; Quelhas, Pedro ; Campilho, Aurélio
Author_Institution
INEB-Inst. de Eng. Biomedica, Porto, Portugal
fYear
2011
fDate
March 30 2011-April 2 2011
Firstpage
1015
Lastpage
1018
Abstract
Cell tracking is a fundamental problem for studying live cell dynamics. A novel approach for low frame rate cell tracking in fluorescent microscopy image is herein proposed. The method is based on sliding band filter detection and Delaunay triangulation sub-graph matching. With this approach we can track a large amount of small cells without their motion model and not relying on cell motion continuity between consecutive images. The effectiveness and robustness of the method were validated by visual inspection and on a ground truth dataset.
Keywords
biological techniques; cellular biophysics; fluorescence; mesh generation; object tracking; Delaunay graph matching; fluorescent microscopy; live cell dynamics; low frame rate cell tracking; sliding band filter detection; Image edge detection; Microscopy; Pixel; Target tracking; Trajectory; Cell tracking; Delaunay graph matching; low frame rate tracking; small target tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Biomedical Imaging: From Nano to Macro, 2011 IEEE International Symposium on
Conference_Location
Chicago, IL
ISSN
1945-7928
Print_ISBN
978-1-4244-4127-3
Electronic_ISBN
1945-7928
Type
conf
DOI
10.1109/ISBI.2011.5872573
Filename
5872573
Link To Document