基于简化加权因子计算的快速ART算法

Xianchao Wang, Yong Zhang, Yu Dai
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摘要

在计算机断层扫描(CT)图像重建中,代数重建技术(ART)具有许多解析重建算法所不具备的优点。本文提出了一种简化的加权因子计算方法。首先以扫描角度对所有体素进行投影,根据体素投影与射线投影的距离对体素和射线进行分类。由于体素主要对最近的射线的投影值有贡献,所以同一分类中体素对射线投影值的权重因子近似为1。然后得到了扫描角度下的重构方程。最后,在提出的简化加权因子计算方法的基础上,提出了一种用于CT图像重建的快速ART算法。仿真结果表明了该算法的有效性。
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Fast ART Algorithm Based on Simplified Weighting Factor Calculation
In the image reconstruction of computed tomography (CT), the algebra reconstruction technique (ART) has many virtues that the analytic reconstruction algorithms don't have. In this paper, a simplified weighting factor calculation method is proposed. All voxels are firstly projected at a scanning angle, and the voxels and the rays are classified on the basis of the distance between the voxel's projection and the ray's projection. For the reason that the voxel mainly contributes to the projection value of the nearest ray, the weighting factors of the voxels to the ray's projection value in the same classification is approximately 1. Then the reconstruction equations are obtained at a scanning angle. Finally, based on the proposed simplified weighting factor calculation method, a fast ART algorithm for CT image reconstruction is developed. The simulation results show the validity of the proposed fast ART algorithm.
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