标记图像的连贯时间外推

G. Malandain, G. Michelin
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引用次数: 1

摘要

在发育成像中,3D+t系列显微图像可以在细胞水平上跟踪生物体的发育,目前已成为活体器官发育成像的标准方法。已经提出了用于3D图像中细胞分割以及3D+t序列中细胞谱系计算的专用工具来分析这些数据。对于某些应用程序,可能需要在中间时间点插入标签图像。然而,已知的方法不允许局部处理拓扑变化(即单元格)。部门)。在目前的工作中,我们提出了一种外推方法,该方法对待插值的标签图像进行相干变形。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Coherent temporal extrapolation of labeled images
In developmental imaging, 3D+t series of microscopic images allow to follow the organism development at the cell level and have now became the standard way of imaging the development of living organs. Dedicated tools for cell segmentation in 3D images as well as cell lineage calculation from 3D+t sequences have been proposed to analyze these data. For some applications, it may be desirable to interpolate label images at intermediary time-points. However, the known methods do not allow to locally handle the topological changes (ie cell. division). In the present work, we propose an extrapolation method that coherently deformed the label images to be interpolated.
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