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Image Reconstruction with a Shift-Variant Filtration in Circular Cone-Beam CT

机译:圆锥束CT中的Shift-Variant滤波图像重建

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It is well known that cone-beam data acquired with a circular orbit are insufficient for exact image reconstruction. Despite this, because a cone-beam scanning configuration with a circular orbit is easy to implement in practice, it has been widely employed for data acquisition in, e.g., micro-CT and CT imaging in radiation therapy. The algorithm developed by Feldkamp, Davis, and Kress (FDK) and its modifications, such as the Tent-FDK (T-FDK) algorithm, have been used for image reconstruction from circular cone-beam data. In this work, we present an algorithm with spatially shift-variant filtration for image reconstruction in circular cone-beam CT. We performed computer-simulation studies to compare the proposed and existing algorithms. Numerical results in these studies demonstrated that the proposed algorithm has resolution properties comparable to, and noise properties better than, the FDK algorithm. As compared to the T-FDK algorithm, our proposed algorithm reconstructs images with an improved in-plane spatial resolution.
机译:众所周知,以圆形轨道获取的锥束数据不足以进行精确的图像重建。尽管如此,由于在实践中容易实现具有圆形轨道的锥形束扫描配置,因此它已被广泛用于例如放射治疗中的微型CT和CT成像中的数据获取。由Feldkamp,Davis和Kress(FDK)开发的算法及其修改,例如Tent-FDK(T-FDK)算法,已用于从圆锥光束数据进行图像重建。在这项工作中,我们提出了一种具有空间平移变量滤波的算法,用于在锥形束CT中重建图像。我们进行了计算机仿真研究,以比较建议的算法和现有的算法。这些研究中的数值结果表明,所提出的算法具有与FDK算法相当的分辨率特性,并且其噪声特性优于FDK算法。与T-FDK算法相比,我们提出的算法以改进的面内空间分辨率重建图像。

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