计算机断层扫描中空洞投影问题的正弦图恢复技术

Ziying Liu, S. Yau
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引用次数: 5

摘要

本文研究了医学成像中经常出现的计算机断层中空投影问题,例如当患者有金属植入物(如髋关节)时,射线完全衰减。本文提出了一种从现有的不完整数据中恢复完整正弦图的插值方法。该算法基于Ludwig-Helgason一致性定理,利用不完全正弦图缺失部分的边缘值。提出了一种计算效率高的插值算法。计算机仿真结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A sinogram restoration technique for the hollow projection problem in computer tomography
This paper studies the hollow projection problem in computer tomography which occurs frequently in medical imaging, for example when the patient has a metal implant such as a hip-joint that attenuates the rays completely. Here, an interpolation method is presented to restore a complete sinogram from the available incomplete data. The algorithm is based on the Ludwig-Helgason Consistency Theorem and uses the edge values of the missing part of the incomplete sinogram. A computationally efficient algorithm is proposed to solve the interpolation problem. Computer simulation results demonstrate that the proposed method works well.
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