论文标题

尽管阴影效应

Differential Dynamic Microscopy can be applied to Differential Interference Contrast images despite shadowing effects

论文作者

Ostler, Timothy, Langbein, Wolfgang, Borri, Paola, Lewis, Emily, Wang, Yisu, Swann, Karl, Woolley, Thomas E., Kaouri, Katerina

论文摘要

在体外受精(IVF)期间,将延时对比度与合适的图像处理技术相结合可以促进卵母细胞健康的非侵入性分类,驱动卵母细胞的选择以最大程度地提高成功率。一种图像处理技术,差异动态显微镜(DDM)已用于多种显微镜设置,包括明亮的场,暗场和荧光。但是,在某些应用中,由于显微镜选择而产生的效果可能使DDM的基本假设无效。在这里,我们研究了差异干扰对比度(DIC)显微镜电影的DDM分析。 DIC表现出具有特征性的阴影效果,从而赋予了3D外观的幻觉,我们显示出导致输出DDM矩阵的变形。我们提出了这种变形的数学描述,并得出结论,在研究各向同性运动时,在DDM分析过程中无需考虑对DIC阴影的说明。我们通过模拟粒子数据和胶体分散剂的DIC图像来验证我们的结论。尽管该结论通常不扩展到各向异性运动,但我们证明,对于有指导的对流和扩散行为,参数拟合不变性仍然存在。这些结果验证了当前将DDM应用于DIC的实践,并且是进一步探索DDM在其他相对对比图像数据集中的基础。

During In Vitro Fertilisation (IVF), combining time-lapse contrast microscopy with suitable image processing techniques could facilitate non-invasive classification of oocyte health, driving oocyte selection to maximise success rates. One image processing technique, Differential Dynamic Microscopy (DDM), has been used in a variety of microscopy settings including bright field, dark field and fluorescence. However, in some applications, effects stemming from the choice of microscopy may invalidate underlying assumptions of DDM. Here, we study the DDM analysis of differential interference contrast (DIC) microscopy movies. DIC exhibits a characteristic shadowing effect that gives the illusion of a 3D appearance, which we show causes deformation of the output DDM matrix. We present a mathematical description of this deformation, and conclude that, when studying isotropic motion, no account of the DIC shadow needs to be considered during DDM analysis. We validate our conclusions with simulated particle data, and with DIC images of colloidal dispersions. Although this conclusion does not generally extend to anisotropic motion, we demonstrate that for directed advection and diffusion behaviour, parameter fitting invariance still holds. These results validate the current practice of applying DDM to DIC, and are a foundation for further exploration of DDM in other phase-contrast image datasets.

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