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Robust phase retrieval for high resolution edge illumination x-ray phase-contrast computed tomography in non-ideal environments

机译:在非理想环境中进行高分辨率边缘照明X射线相衬计算机断层扫描的鲁棒相位检索

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摘要

Edge illumination x-ray phase contrast tomography is a recently developed imaging technique which enables three-dimensional visualisation of low-absorbing materials. Dedicated phase retrieval algorithms can provide separate computed tomography (CT) maps of sample absorption, refraction and scattering properties. In this paper we propose a novel “modified local retrieval” method which is capable of accurately retrieving sample properties in a range of realistic, non-ideal imaging environments. These include system misalignment, defects in the used optical elements and system geometry variations over time due to vibrations or temperature fluctuations. System instabilities were analysed, modelled and incorporated into a simulation study. As a result, an additional modification was introduced to the retrieval procedure to account for changes in the imaging system over time, as well as local variations over the field of view. The performance of the proposed method was evaluated in comparison to a previously used “global retrieval” method by applying both approaches to experimental CT data of a rat’s heart acquired in a non-ideal environment. The use of the proposed method resulted in the removal of major artefacts, leading to a significant improvement in image quality. This method will therefore enable acquiring high-resolution, reliable CT data of large samples in realistic settings.
机译:边缘照明X射线相衬层析成像技术是一种最新开发的成像技术,可对低吸收性材料进行三维可视化。专用的相位检索算法可以提供样品吸收,折射和散射特性的单独的计算机断层扫描(CT)图。在本文中,我们提出了一种新颖的“改进的局部检索”方法,该方法能够在一系列现实的,非理想的成像环境中准确检索样本属性。其中包括系统未对准,所用光学元件的缺陷以及由于振动或温度波动而导致的系统几何形状随时间变化。对系统不稳定性进行了分析,建模并纳入了仿真研究。结果,对检索过程进行了附加修改,以解决成像系统随时间的变化以及视场上的局部变化。通过将这两种方法应用于在非理想环境中采集的大鼠心脏的实验CT数据,与以前使用的“全局检索”方法相比,该方法的性能得到了评估。所提出方法的使用导致主要伪像的去除,从而导致图像质量的显着改善。因此,该方法将能够在实际设置中获取大样本的高分辨率,可靠的CT数据。

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