计算机断层扫描中金属伪影还原的代数校正

Kiwan Jeon, S. Kang, C. Ahn, Sungwhan Kim
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引用次数: 1

摘要

如果x射线扫描的物体中有金属,则金属在其投射角度范围之外的一个点,通过该点的投影受到金属的干扰。粗略地说,这意味着在阻塞的投影范围内缺少该点的衰减信息。因此,传统的投影补全MAR算法利用金属迹线边界上未受干扰的投影数据来重建细节部分的衰减系数,特别是金属区域附近的衰减系数,效率较低。为了克服这一问题,我们提出了代数校正技术(ACT),利用预先构造的金属区域外衰减系数的临时图像,该图像通过求解线性系统获得,旨在降低计算成本。利用衰减系数重构的中间图像作为先验信息,数值模拟结果表明,该方法比全变差法和谐波法具有更好的校正效果。
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ALGEBRAIC CORRECTION FOR METAL ARTIFACT REDUCTION IN COMPUTED TOMOGRAPHY
If there are metals located in the X-ray scanned object, a point outside the metals gas its range of projection angle at which projections passing through the point are disturbed by the metals. Roughly speaking, this implies that attenuation information at the point is missing in the blocked projection range. So conventional projection completion MAR algorithms to use the undisturbed projection data on the boundary of the metaltrace is less efficient in reconstructing the attenuation coefficient in detailed parts, in particular, near the metal region. In order to overcome this problem, we propose the algebraic correction technique (ACT) to utilize a prereconstructed interim image of the attenuation coefficient outside the metal region which is obtained by solving a linear system designed to reduce computational costs. The reconstructed interim image of the attenuation coefficient is used as prior information for MAR. Numerical simulations support that the proposed correction technique shows better performance than conventional inpainting techniques such as the total variation and the harmonic inpainting.
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