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利用交叉平面射线通过滤波反投影进行三维重建。

Utilization of cross-plane rays for three-dimensional reconstruction by filtered back-projection.

作者信息

Pelc N J, Chesler D A

出版信息

J Comput Assist Tomogr. 1979 Jun;3(3):385-95. doi: 10.1097/00004728-197906000-00015.

Abstract

Present popular computed tomography (CT) algorithms reconstruct an object from the ray measurements lying on a set of parallel planes. This paper presents an algorithm that can also utilize "cross-plane" rays (i.e., rays that cross through many planes) to reconstruct the object. In this reconstruction algorithm, the ray measurements are grouped into two-dimensional projections, filtered, and stored. The filtered projections can then be back-projected onto a three-dimensional matrix or any plane through the three-dimensional volume. General theoretical aspects are presented and then applied to the special case in which ray measurements have been made in all directions. The algorithm is tested using computer-generated data. Expressions for the noise power spectrum and the variance in the reconstruction are derived. It is shown that the noise-to-signal ratio per detected photon for this reconstruction method is close to a theoretical limit, as it also is for normal CT. The ability to use ray measurements that cross many planes is especially useful in emission CT, where order-of-magnitude improvements in image quality per unit dose can be achieved.

摘要

目前流行的计算机断层扫描(CT)算法是根据位于一组平行平面上的射线测量值来重建物体的。本文提出了一种算法,该算法还可以利用“跨平面”射线(即穿过多个平面的射线)来重建物体。在这种重建算法中,射线测量值被分组为二维投影,进行滤波并存储。然后,经过滤波的投影可以反向投影到三维矩阵或穿过三维体积的任何平面上。介绍了一般理论方面,然后将其应用于在所有方向上都进行了射线测量的特殊情况。使用计算机生成的数据对该算法进行了测试。推导了重建中噪声功率谱和方差的表达式。结果表明,这种重建方法每检测到一个光子的噪声与信号比接近理论极限,普通CT也是如此。在发射型CT中,使用穿过多个平面的射线测量值的能力特别有用,因为在发射型CT中,每单位剂量的图像质量可以实现数量级的提高。

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