Tracking Live Cells in 4D Microscopy: from Active Surfaces to Active Meshes

被引:0
|
作者
Dufour, Alexandre [1 ]
Olivo-Marin, Jean-Christophe [1 ]
机构
[1] Inst Pasteur, Quantitat Image Anal Unit, CNRS, URA 2582, F-75724 Paris 15, France
关键词
D O I
10.1109/ACSSC.2008.5074359
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Deformable models have proven to be particularly adapted to multiple cell segmentation and tracking in biology, thanks to their flexibility, robustness to noise and quantitative interpretability. In the context of 4D microscopy, two concurrent techniques have been developped: an active surfaces model, based on an implicit contour formulation, and an active meshes model, based on an explicit formulation. This paper describes and confronts both approaches in terms of quantitative results and computational cost on simulated and real biological sequences, in order to provide an objective review of their strengths and weaknesses.
引用
收藏
页码:51 / 55
页数:5
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