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使用球谐函数的锥形束图像重建

Cone-beam image reconstruction using spherical harmonics.

作者信息

Taguchi K, Zeng G L, Gullberg G T

机构信息

CT and Nuclear Medicine Systems Development Department, Research and Development Center, Medical Systems Company, Toshiba Corporation, Otawara, Tochigi, Japan.

出版信息

Phys Med Biol. 2001 Jun;46(6):N127-38. doi: 10.1088/0031-9155/46/6/401.

Abstract

Image reconstruction from cone-beam projections is required for both x-ray computed tomography (CT) and single photon emission computed tomography (SPECT). Grangeat's algorithm accurately performs cone-beam reconstruction provided that Tuy's data sufficiency condition is satisfied and projections are complete. The algorithm consists of three stages: (a) Forming weighted plane integrals by calculating the line integrals on the cone-beam detector, and obtaining the first derivative of the plane integrals (3D Radon transform) by taking the derivative of the weighted plane integrals. (b) Rebinning the data and calculating the second derivative with respect to the normal to the plane. (c) Reconstructing the image using the 3D Radon backprojection. A new method for implementing the first stage of Grangeat's algorithm was developed using spherical harmonics. The method assumes that the detector is large enough to image the whole object without truncation. Computer simulations show that if the trajectory of the cone vertex satisfies Tuy's data sufficiency condition, the proposed algorithm provides an exact reconstruction.

摘要

X射线计算机断层扫描(CT)和单光子发射计算机断层扫描(SPECT)都需要从锥束投影进行图像重建。只要满足图伊(Tuy)的数据充分性条件且投影完整,格兰杰(Grangeat)算法就能准确地执行锥束重建。该算法由三个阶段组成:(a)通过计算锥束探测器上的线积分来形成加权平面积分,并通过对加权平面积分求导来获得平面积分的一阶导数(三维拉东变换)。(b)对数据进行重采样,并计算相对于平面法线的二阶导数。(c)使用三维拉东反投影重建图像。利用球谐函数开发了一种实现格兰杰算法第一阶段的新方法。该方法假设探测器足够大,能够完整成像整个物体而不产生截断。计算机模拟表明,如果锥顶点的轨迹满足图伊的数据充分性条件,所提出的算法就能提供精确的重建。

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