利用过完备球面小波进行三维形状分析:在细胞生物学中BLEB检测中的应用

R. Tournemenne, Christel Ducroz, J. Olivo-Marin, A. Dufour
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引用次数: 7

摘要

变形虫细胞运动的特征是在细胞表面发射突起(也称为“水泡”)。检测和计数这些突起是理解变形和运动机制的关键一步。我们提出了一种自动化的技术来检测在三维荧光显微镜观察到的细胞表面的突起,使用过完整的球形小波。由于与平面上的传统小波的直接类比,该框架允许在球体上直观地操作小波。我们在一个真实的凸细胞数据集上展示了检测结果,表明了该方法的可靠性。此外,该方法的灵活性使其易于适用于其他形状分析问题。
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3D shape analysis using overcomplete spherical wavelets: Application to BLEB detection in cell biology
Amoeboid cell motility is characterised by the emission of protrusions at the cellular surface (also known as “blebs”). Detection and counting of these protrusions is a crucial step towards the understanding of the deformation and motility machinery. We propose an automated technique to detect protrusions at the surface of cells observed in 3D fluorescence microscopy using over-complete spherical wavelets. The framework permits intuitive manipulation of wavelets on the sphere, thanks to a straightforward analogy with traditional wavelets on the plane. We illustrate detection results on a real data set of protruding cells, indicating the reliability of the method. Moreover, the flexibility of the approach makes it easily amenable to other shape analysis problems.
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