论文标题
在康普顿散射断层扫描中的多个散射及其对风扇梁CT的影响
On multiple scattering in Compton scattering tomography and its impact on fan-beam CT
论文作者
论文摘要
能源解决闪烁晶体的最新发展为新型应用和成像系统开辟了道路。在计算机断层扫描(CT)的背景下,它可以将能量用作补充源和检测器位置的信息的维度。然后将能量测量与康普顿散射的性质,光子与物质之间的主要相互作用联系起来至关重要。光谱数据的适当模型导致康普顿散射断层扫描(CST)的概念。多阶散射构成了CST的主要困难。通常,在测量之前,不可能知道光子散布了多少次。在文献中,通过仅考虑光谱数据模型中的一阶散射,通常可以通过这种频谱数据的本质进行避免。但是,由于二阶和高阶散射是光谱测量的重要组成部分,因此这种考虑并不代表现实。在这项工作中,我们建议通过对频谱数据进行建模和映射属性的分析来解决这一困难。由于多阶散射的复杂性,我们通过猜想对二阶散射进行建模和研究二阶散射,并将结果扩展到更高的阶。该研究最终以一般的重建策略为基于光谱数据的变化而结束,这是通过在CST-CT-CT扇形梁扫描仪上进行的模拟所示的。我们进一步展示了该方法如何扩展到高能多色辐射源。
The recent development of energy-resolving scintillation crystals opens the way to new types of applications and imaging systems. In the context of computerized tomography (CT), it enables to use the energy as a dimension of information supplementing the source and detector positions. It is then crucial to relate the energy measurements to the properties of Compton scattering, the dominant interaction between photons and matter. An appropriate model of the spectral data leads to the concept of Compton scattering tomography (CST). Multiple-order scattering constitutes the major difficulty of CST. It is, in general, impossible to know how many times a photon was scattered before being measured. In the literature, this nature of the spectral data has often been eluded by considering only the first-order scattering in models of the spectral data. This consideration, however, does not represent the reality as second- and higher-order scattering are a substantial part of the spectral measurement. In this work, we propose to tackle this difficulty by an analysis of the spectral data in terms of modeling and mapping properties. Due to the complexity of the multiple order scattering, we model and study the second-order scattering and extend the results to the higher orders by conjecture. The study ends up with a general reconstruction strategy based on the variations of the spectral data which is illustrated by simulations on a joint CST-CT fan beam scanner. We further show how the method can be extended to high energetic polychromatic radiation sources.