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A new curve-filtered FDK-type algorithm for circular cone-beam CT reconstruction

机译:圆锥束CT重构的曲线过滤FDK型新算法

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Circular cone-beam CT is one of the most popular configurations in both medical and industrial applications. The FDK algorithm is the most popular method for circular cone-beam CT. However, with increasing cone angle the cone-beam artifacts associated with the FDK algorithm deteriorate because the circular trajectory does not satisfy the data sufficiency condition. Along with an experimental evaluation and verification, this paper proposed a new curve-filtered FDK-type (C-FDK) algorithm. The key idea of C-FDK is data rebinning along a set of concave curves. First, cone-parallel projections are rebinned from the native cone-beam geometry in two independently rebinning directions. The projections of C-FDK are rebinned and filtered along different curves from the T-FDK in the central virtual detector plane. Without any other extra trajectories supplemental to the circular trajectory, C-FDK has a visible image quality improvement than the FDK and T-FDK algorithm by the experiments. In the end, numerical experiments are done to validate the effectiveness of the proposed algorithm by comparing with both FDK and T-FDK algorithm.
机译:圆锥束CT是医疗和工业应用中最受欢迎的配置之一。 FDK算法是用于圆锥CT的最流行的方法。但是,随着锥角的增加,与FDK算法关联的锥束伪影会恶化,因为圆形轨迹不满足数据充分性条件。除了实验评估和验证,本文还提出了一种新的曲线滤波FDK型(C-FDK)算法。 C-FDK的关键思想是沿一组凹曲线重新绑定数据。首先,将锥面平行投影从原始锥束几何体沿两个独立的重新组合方向重新组合。 C-FDK的投影在中央虚拟探测器平面中沿着与T-FDK不同的曲线重新组合和过滤。实验中,在没有任何其他补充圆形轨迹的额外轨迹的情况下,C-FDK比FDK和T-FDK算法具有明显的图像质量改善。最后,通过与FDK和T-FDK算法进行比较,通过数值实验验证了所提算法的有效性。

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