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使用能量分辨量子探测器进行低光子计数的定量相位恢复。

Quantitative phase retrieval with low photon counts using an energy resolving quantum detector.

作者信息

Vazquez Ivan, Harmon Ian E, Luna J C Rodriguez, Das Mini

出版信息

J Opt Soc Am A Opt Image Sci Vis. 2021 Jan 1;38(1):71-79. doi: 10.1364/JOSAA.396717.

Abstract

X-ray phase contrast imaging (PCI) combined with phase retrieval has the potential to improve soft-material visibility and discrimination. This work examined the accuracy, image quality gains, and robustness of a spectral phase retrieval method proposed by our group. Spectroscopic PCI measurements of a physical phantom were obtained using state-of-the-art photon-counting detectors in combination with a polychromatic x-ray source. The phantom consisted of four poorly attenuating materials. Excellent accuracy was demonstrated in simultaneously retrieving the complete refractive properties (photoelectric absorption, attenuation, and phase) of these materials. Approximately 10 times higher SNR was achieved in retrieved images compared to the original PCI intensity image. These gains are also shown to be robust against increasing quantum noise, even for acquisition times as low as 1 s with a low-flux microfocus x-ray tube (average counts of 250 photons/pixels). We expect that this spectral phase retrieval method, adaptable to several PCI geometries, will allow significant dose reduction and improved material discrimination in clinical and industrial x-ray imaging applications.

摘要

X射线相衬成像(PCI)结合相位恢复技术有潜力提高软组织的可见性和辨别能力。本研究考察了我们团队提出的一种光谱相位恢复方法的准确性、图像质量提升以及稳健性。使用最先进的光子计数探测器结合多色X射线源,对一个物理模型进行了光谱PCI测量。该模型由四种低衰减材料组成。在同时恢复这些材料的完整折射特性(光电吸收、衰减和相位)方面,展示出了出色的准确性。与原始PCI强度图像相比,恢复后的图像信噪比提高了约10倍。即使使用低通量微焦点X射线管,采集时间低至1秒(平均计数为250个光子/像素),这些增益对于增加的量子噪声也表现出稳健性。我们预计,这种适用于多种PCI几何结构的光谱相位恢复方法,将能够在临床和工业X射线成像应用中显著降低剂量并改善材料辨别能力。

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本文引用的文献

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Robust Energy Calibration Technique for Photon Counting Spectral Detectors.用于光子计数光谱探测器的稳健能量校准技术。
IEEE Trans Med Imaging. 2019 Apr;38(4):968-978. doi: 10.1109/TMI.2018.2875932. Epub 2018 Oct 22.

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