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arXiv 1809.06012math.NAcs.NA
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基于偏微分方程的有限角度X射线断层成像数值方法

PDE-based numerical method for a limited angle X-ray tomography

University of North Carolina at Charlotte(北卡罗来纳大学夏洛特分校)

Michael V. Klibanov, Loc H. Nguyen

AI总结:

本文提出了一种针对不完全Radon数据的X射线断层成像新数值方法,该方法基于运输偏微分方程的分析而非传统积分公式,利用准反演方法,并通过新的Carleman估计进行收敛分析,数值结果与常规滤波反投影算法进行比较,展示了如何应用该方法研究不完全数据下的衰减X射线变换反演。

摘要:

本文提出了一种针对不完全Radon数据的X射线断层成像新数值方法。潜在应用包括机场检查行李。该方法基于运输偏微分方程的分析,而非传统积分公式。应用准反演方法。通过新的Carleman估计进行收敛分析。展示了该方法与常规滤波反投影算法在相同不完全数据情况下的反演研究。

英文摘要:

A new numerical method for X-ray tomography for a specific case of incomplete Radon data is proposed. Potential applications are in checking out bulky luggage in airports. This method is based on the analysis of the transport PDE governing the X-ray tomography rather than on the conventional integral formulation. The quasi-reversibility method is applied. Convergence analysis is performed using a new Carleman estimate. Numerical results are presented and compared with the inversion of the Radon transform using the well-known filtered back projection algorithm. In addition, it is shown how to use our method to study the inversion of the attenuated X-ray transform for the same case of incomplete data.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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