论文标题

通过公共圆方法在衍射断层扫描中的运动检测

Motion Detection in Diffraction Tomography by Common Circle Methods

论文作者

Quellmalz, Michael, Elbau, Peter, Scherzer, Otmar, Steidl, Gabriele

论文摘要

公共线的方法是一种在低温电子显微镜(Cryo-EM)中建立的重建技术,可用于从不同方向提取对象给定层析成像投影图像的相对取向。 在本文中,我们处理光学衍射断层扫描中的类似问题。基于傅立叶衍射定理,我们表明对象的刚体运动,即旋转和翻译,可以通过检测傅立叶转换数据中的公共圆来确定。我们介绍了两种识别共同循环的方法。第一个是由投影图像的通用线方法进行的,并通过参数化两个图像中的公共圆来检测相对方向。第二个假定会随着时间的流逝而顺利进行,并通过公共圆方法的无穷小版本计算旋转运动的角速度。有趣的是,使用立体图投影,这两种方法都可以重新构成通用线方法,但是与低温EM中使用的方法相反,这些线与不限于通过原点并允许完全重建相对取向的行相反。数值证明示例证明了我们的重建方法的性能。

The method of common lines is a well-established reconstruction technique in cryogenic electron microscopy (cryo-EM), which can be used to extract the relative orientations of an object given tomographic projection images from different directions. In this paper, we deal with an analogous problem in optical diffraction tomography. Based on the Fourier diffraction theorem, we show that rigid motions of the object, i.e., rotations and translations, can be determined by detecting common circles in the Fourier-transformed data. We introduce two methods to identify common circles. The first one is motivated by the common line approach for projection images and detects the relative orientation by parameterizing the common circles in the two images. The second one assumes a smooth motion over time and calculates the angular velocity of the rotational motion via an infinitesimal version of the common circle method. Interestingly, using the stereographic projection, both methods can be reformulated as common line methods, but these lines are, in contrast to those used in cryo-EM, not confined to pass through the origin and allow for a full reconstruction of the relative orientations. Numerical proof-of-the-concept examples demonstrate the performance of our reconstruction methods.

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