| Title | Low frame rate cell tracking: A Delaunay graph matching approach |
| Publication Type | Conference Paper |
| Year of Publication | 2011 |
| Authors | Chen, Y, Quelhas, P, Campilho, A |
| Conference Name | Proceedings - International Symposium on Biomedical ImagingIEEE Comput. Soc. Conf. Comput. Vis. Pattern Recogn. |
| Date Published | 2011/// |
| Conference Location | Chicago, IL |
| ISBN Number | 19457928 (ISSN); 9781424441280 (ISBN) |
| Keywords | Band filters, cell motion, Cell tracking, Cells, Consecutive images, Data sets, Delaunay graph, Delaunay graph matching, Delaunay triangulation, Fluorescent microscopy, Frame rate, Fundamental problem, Ground truth, Live cell, low frame rate tracking, Medical imaging, Motion models, small target tracking, Small targets, Target tracking, Visual inspection |
| 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. © 2011 IEEE. |
| URL | http://www.scopus.com/inward/record.url?eid=2-s2.0-80055027991&partnerID=40&md5=f347799ea22097a5550939fa287cd4ab |
