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Stable and efficient shift-variant algorithm for circle-plus-lines orbits in cone-beam CT

机译:锥束CT圆加线轨道的稳定高效移位变算法

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Defrise and Clack (see IEEE Trans. Med. Imag., vol.13, p.186-95, 1994) , and also Kudo and Saito (see IEEE Trans. Med. Imag., vol.13, p.196-211, 1994), have derived an exact algorithm suited to accurately reconstruct cone-beam data acquired from any complete orbit. These algorithms are written in the form of a shift-variant filtered backprojection. Their main characteristic is their capability to handle in many different ways the redundancy inherent to cone-beam data sets. We investigate the interplay between the redundancy handling and the stability and efficiency of the algorithm. Specifically, we show how to handle the redundancy to turn shift-variant filtering of some projections into shift-invariant filtering. Invoking this result, we define then a new algorithm suited to accurately and efficiently reconstruct data acquired from circle-plus-lines orbits. The new algorithm is tested on simulated data and real data from industrial imaging of waste containers.
机译:Defrise和Clack(请参阅IEEE Trans.Med.Imag。,第13卷,第186-95页,1994)以及Kudo和Saito(请参阅IEEE Trans.Med.Imag。,第13卷,第196-211页) (1994),已经推导出了一种精确算法,该算法适合于准确地重建从任何完整轨道获取的锥束数据。这些算法以移位变量滤波反投影的形式编写。它们的主要特征是它们以多种不同方式处理锥束数据集固有的冗余的能力。我们研究了冗余处理与算法的稳定性和效率之间的相互作用。具体来说,我们展示了如何处理冗余,以将某些投影的平移滤波转换为平移滤波。调用此结果,然后定义一种新算法,该算法适用于准确而高效地重建从圆加线轨道获取的数据。该新算法已在垃圾容器工业成像的模拟数据和真实数据上进行了测试。

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