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Evaluation of Algebraic Iterative Image Reconstruction Methods for Tetrahedron Beam Computed Tomography Systems

机译:四面体束计算机层析成像系统的代数迭代图像重建方法的评估

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摘要

Tetrahedron beam computed tomography (TBCT) performs volumetric imaging using a stack of fan beams generated by a multiple pixel X-ray source. While the TBCT system was designed to overcome the scatter and detector issues faced by cone beam computed tomography (CBCT), it still suffers the same large cone angle artifacts as CBCT due to the use of approximate reconstruction algorithms. It has been shown that iterative reconstruction algorithms are better able to model irregular system geometries and that algebraic iterative algorithms in particular have been able to reduce cone artifacts appearing at large cone angles. In this paper, the SART algorithm is modified for the use with the different TBCT geometries and is tested using both simulated projection data and data acquired using the TBCT benchtop system. The modified SART reconstruction algorithms were able to mitigate the effects of using data generated at large cone angles and were also able to reconstruct CT images without the introduction of artifacts due to either the longitudinal or transverse truncation in the data sets. Algebraic iterative reconstruction can be especially useful for dual-source dual-detector TBCT, wherein the cone angle is the largest in the center of the field of view.
机译:四面体束计算机断层扫描(TBCT)使用由多个像素X射线源生成的扇形束堆栈执行体积成像。尽管TBCT系统旨在克服锥束计算机断层扫描(CBCT)所面临的散射和检测器问题,但由于使用了近似重建算法,因此它仍然遭受与CBCT相同的大锥角伪影。已经表明,迭代重建算法能够更好地建模不规则系统的几何形状,并且代数迭代算法尤其能够减少出现在大锥角处的锥伪影。在本文中,对SART算法进行了修改,以用于不同的TBCT几何形状,并使用模拟投影数据和使用TBCT台式系统获取的数据进行了测试。修改后的SART重建算法能够减轻使用大锥角生成的数据的影响,并且能够重建CT图像而不会由于数据集中的纵向或横向截断而引入伪影。代数迭代重建对于双源双探测器TBCT尤其有用,其中锥角在视场中心最大。

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