包装酵母细胞的多目标跟踪

R. Delgado-Gonzalo, Nicolas Dénervaud, S. Maerkl, M. Unser
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引用次数: 9

摘要

在延时显微镜图像中对细胞群的跟踪使细胞动力学的高通量时空测量成为可能。在本文中,我们提出了一种在拥挤区域同时跟踪多个细胞的新算法。该算法实时运行,处理数千个单元格。本文的主要贡献在于,即使在时间分辨率较粗的情况下,该算法也能保持拥挤区域轨道的时空一致性。我们在跟踪酵母细胞的能力方面验证了我们的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Multi-target tracking of packed yeast cells
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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