IEEE Trans Med Imaging. 2020 Mar;39(3):578-587. doi: 10.1109/TMI.2019.2932450. Epub 2019 Aug 1.
We investigate the combination of two emerging X-ray imaging technologies, namely spectral imaging and differential phase contrast imaging. By acquiring spatially and temporally registered images with several different X-ray spectra, spectral imaging can exploit differences in the energy-dependent attenuation to generate material selective images. Differential phase contrast imaging uses an entirely different contrast generation mechanism: The phase shift that an X-ray wave exhibits when traversing an object. As both methods can determine the (projected) electron density, we propose a novel material decomposition algorithm that uses the spectral and the phase contrast information simultaneously. Numerical experiments show that the combination of these two imaging techniques benefits from the strengths of the individual methods while the weaknesses are mitigated: Quantitatively accurate basis material images are obtained and the noise level is strongly reduced, compared to conventional spectral X-ray imaging.
我们研究了两种新兴的 X 射线成像技术的结合,即光谱成像和差分相位对比成像。通过获取具有几种不同 X 射线光谱的空间和时间上注册的图像,光谱成像可以利用能量相关衰减的差异来生成材料选择性图像。差分相位对比成像是利用完全不同的对比度生成机制:X 射线波在穿过物体时表现出的相位移动。由于这两种方法都可以确定(投影)电子密度,因此我们提出了一种新的材料分解算法,该算法同时使用光谱和相位对比信息。数值实验表明,这两种成像技术的结合得益于各方法的优势,同时减轻了其劣势:与传统的光谱 X 射线成像相比,获得了定量准确的基础材料图像,并且噪声水平大大降低。