Evaluation of a new reconstruction algorithm for x-ray phase-contrast imaging

M. Seifert, C. Hauke, F. Horn, Sebastian Lachner, V. Ludwig, G. Pelzer, J. Rieger, M. Schuster, Johannes Wandner, A. Wolf, T. Michel, G. Anton
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Abstract

X-ray grating-based phase-contrast imaging might open up entirely new opportunities in medical imaging. However, transferring the interferometer technique from laboratory setups to conventional imaging systems the necessary rigidity of the system is difficult to achieve. Therefore, vibrations or distortions of the system lead to inaccuracies within the phase-stepping procedure. Given insufficient stability of the phase-step positions, up to now, artifacts in phase-contrast images occur, which lower the image quality. This is a problem with regard to the intended use of phase-contrast imaging in clinical routine as for example tiny structures of the human anatomy cannot be observed. In this contribution we evaluate an algorithm proposed by Vargas et.al.1 and applied to X-ray imaging by Pelzer et.al. that enables us to reconstruct a differential phase-contrast image without the knowledge of the specific phase-step positions. This method was tested in comparison to the standard reconstruction by Fourier analysis. The quality of phase-contrast images remains stable, even if the phase-step positions are completely unknown and not uniformly distributed. To also achieve attenuation and dark-field images the proposed algorithm has been combined with a further algorithm of Vargas et al.3 Using this algorithm, the phase-step positions can be reconstructed. With the help of the proper phase-step positions it is possible to get information about the phase, the amplitude and the offset of the measured data. We evaluated this algorithm concerning the measurement of thick objects which show a high absorbency.
一种新的x射线相衬成像重建算法的评价
基于x射线光栅的相衬成像可能为医学成像开辟了全新的机会。然而,将干涉仪技术从实验室装置转移到传统成像系统,系统的必要刚性很难实现。因此,系统的振动或畸变会导致相位步进过程中的不准确性。由于相位阶跃位置的稳定性不足,目前相衬图像中存在伪影现象,降低了图像质量。这是一个关于在临床常规中使用相衬成像的问题,例如人体解剖结构的微小结构不能被观察到。在本文中,我们评估了Vargas等人提出的一种算法。1,由Pelzer等人应用于x射线成像。这使我们能够在不知道具体相位步长位置的情况下重建差分相衬图像。将该方法与傅立叶分析的标准重建方法进行了比较。即使相位阶跃位置完全未知且不均匀分布,相衬图像的质量仍保持稳定。为了获得衰减和暗场图像,该算法与Vargas等人的进一步算法相结合,利用该算法可以重建相步长位置。在适当的相位步进位置的帮助下,可以得到测量数据的相位、幅度和偏移量的信息。我们将该算法应用于具有高吸光度的厚物体的测量。
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