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Multi-target tracking of packed yeast cells


Delgado-Gonzalo, Ricard; Dénervaud, Nicolas; Maerkl, Sebastian J; Unser, Michael (2010). Multi-target tracking of packed yeast cells. In: IEEE International Symposium on Biomedical Imaging, Rotterdam, Netherlands, 14 April 2010 - 17 April 2010.

Abstract

The tracking of cell populations in time-lapse microscopy images enables high-throughput spatiotemporal measurements of cell dynamics. In this paper, we present a new algorithm to simultaneously track many cells in crowded areas. The algorithm runs in real time and deals with thousands of cells. The main contribution of this paper is that the algorithm is able to maintain the spatiotemporal consistency of the tracks in crowded areas, even when the temporal resolution is coarse. We validate our approach in terms of its ability to track yeast cells.

Abstract

The tracking of cell populations in time-lapse microscopy images enables high-throughput spatiotemporal measurements of cell dynamics. In this paper, we present a new algorithm to simultaneously track many cells in crowded areas. The algorithm runs in real time and deals with thousands of cells. The main contribution of this paper is that the algorithm is able to maintain the spatiotemporal consistency of the tracks in crowded areas, even when the temporal resolution is coarse. We validate our approach in terms of its ability to track yeast cells.

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Additional indexing

Item Type:Conference or Workshop Item (Paper), refereed, original work
Communities & Collections:Special Collections > SystemsX.ch
Special Collections > SystemsX.ch > Research, Technology and Development Projects > DynamiX
Dewey Decimal Classification:570 Life sciences; biology
Language:English
Event End Date:17 April 2010
Deposited On:23 Jun 2013 15:43
Last Modified:16 Aug 2017 02:06
Publisher DOI:https://doi.org/10.1109/ISBI.2010.5490288

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