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Software architecture for multi-bed FDK-based reconstruction in X-ray CT scanners

机译:X射线CT扫描仪中基于多床FDK重建的软件体系结构

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摘要

Most small-animal X-ray computed tomography (CT) scanners are based on cone-beam geometry with a flat-panel detector orbiting in a circular trajectory. Image reconstruction in these systems is usually performed by approximate methods based on the algorithm proposed by Feldkamp et al. (FDK). Besides the implementation of the reconstruction algorithm itself, in order to design a real system it is necessary to take into account numerous issues so as to obtain the best quality images from the acquired data. This work presents a comprehensive, novel software architecture for small-animal CT scanners based on cone-beam geometry with circular scanning trajectory. The proposed architecture covers all the steps from the system calibration to the volume reconstruction and conversion into Hounsfield units. It includes an efficient implementation of an FDK-based reconstruction algorithm that takes advantage of system symmetries and allows for parallel reconstruction using a multiprocessor computer. Strategies for calibration and artifact correction are discussed to justify the strategies adopted. New procedures for multi-bed misalignment, beam-hardening, and Housfield units calibration are proposed. Experiments with phantoms and real data showed the suitability of the proposed software architecture for an X-ray small animal CT based on cone-beam geometry.
机译:大多数小动物X射线计算机断层扫描(CT)扫描仪都是基于锥束几何形状的,平板探测器沿圆形轨迹运行。这些系统中的图像重建通常基于Feldkamp等人提出的算法,通过近似方法进行。 (FDK)。除了重建算法本身的实现之外,为了设计一个真实的系统,有必要考虑很多问题,以便从获取的数据中获得最佳质量的图像。这项工作提出了一种用于小动物CT扫描仪的全面,新颖的软件体系结构,该体系结构基于具有圆形扫描轨迹的锥束几何形状。拟议的体系结构涵盖了从系统校准到体积重建以及转换为Hounsfield单位的所有步骤。它包括基于FDK的重构算法的有效实现,该算法利用系统对称性并允许使用多处理器计算机进行并行重构。讨论了校准和伪影校正策略,以证明所采用的策略合理。提出了多床未对准,光束硬化和Housfield单元校准的新程序。通过体模和真实数据进行的实验表明,所提出的软件体系结构适用于基于锥束几何形状的X射线小动物CT。

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