Zeng Kai, Chen Zhiqiang, Zhang Li, Wang Ge
Department of Engineering Physics, Tsinghua University, Beijing 100084, China.
Med Phys. 2004 Dec;31(12):3206-12. doi: 10.1118/1.1809792.
Image reconstruction from cone-beam projections collected along a single circular source trajectory is commonly done using the Feldkamp algorithm, which performs well only with a small cone angle. In this report, we propose an error-reduction-based algorithm to increase the cone angle by several folds to achieve satisfactory image quality at the same radiation dose. In our scheme, we first reconstruct the object using the Feldkamp algorithm. Then, we synthesize cone-beam projection data from the reconstructed volume in the same geometry, and reconstruct the volume again from the synthesized projections. Finally, these two reconstruction results are combined to reduce the reconstruction error and produce a superior image volume. The merit of this algorithm is demonstrated in numerical simulation.
从沿单个圆形源轨迹采集的锥束投影进行图像重建通常使用费尔德坎普算法,该算法仅在小锥角情况下表现良好。在本报告中,我们提出一种基于误差减少的算法,将锥角增大几倍,以便在相同辐射剂量下实现令人满意的图像质量。在我们的方案中,我们首先使用费尔德坎普算法重建物体。然后,我们从重建体积以相同几何形状合成锥束投影数据,并从合成投影再次重建体积。最后,将这两个重建结果相结合以减少重建误差并生成更高质量的图像体积。该算法的优点在数值模拟中得到了证明。