An extrapolation method for improving the quality of tomographic images using multiple short-pulse irradiations

IF 0.9 4区 数学 Q2 MATHEMATICS
Ivan P. Yarovenko, Igor V. Prokhorov
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引用次数: 0

Abstract

Abstract This paper investigates the inverse problem for the non-stationary radiation transfer equation, which involves finding the attenuation coefficient using the data of serial irradiation of the medium with pulses of various durations. In the framework of single and double scattering approximations, we obtain asymptotic estimates of the scattered radiation flux density for a short duration of the probing pulse. We propose extrapolation procedures for the ballistic component of the radiation transfer equation solution using the data of multiple irradiations of the medium by pulsed radiation sources, which allows us to obtain approximate formulas for finding the attenuation coefficient. The results of numerical experiments with a well-known digital phantom confirm the effectiveness of the extrapolation algorithm for improving the quality of tomographic images of scattering media.
一种利用多次短脉冲辐照提高层析成像质量的外推方法
摘要本文研究了非平稳辐射传递方程的反问题,即利用不同持续时间脉冲连续照射介质的数据求出衰减系数。在单散射近似和双散射近似的框架下,我们得到了探测脉冲短时间内散射辐射通量密度的渐近估计。我们利用脉冲辐射源对介质的多次照射数据,提出了辐射传递方程解的弹道分量的外推方法,从而得到了求衰减系数的近似公式。用一个著名的数字幻影进行了数值实验,结果证实了外推算法对提高散射介质层析成像质量的有效性。
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来源期刊
Journal of Inverse and Ill-Posed Problems
Journal of Inverse and Ill-Posed Problems MATHEMATICS, APPLIED-MATHEMATICS
CiteScore
2.60
自引率
9.10%
发文量
48
审稿时长
>12 weeks
期刊介绍: This journal aims to present original articles on the theory, numerics and applications of inverse and ill-posed problems. These inverse and ill-posed problems arise in mathematical physics and mathematical analysis, geophysics, acoustics, electrodynamics, tomography, medicine, ecology, financial mathematics etc. Articles on the construction and justification of new numerical algorithms of inverse problem solutions are also published. Issues of the Journal of Inverse and Ill-Posed Problems contain high quality papers which have an innovative approach and topical interest. The following topics are covered: Inverse problems existence and uniqueness theorems stability estimates optimization and identification problems numerical methods Ill-posed problems regularization theory operator equations integral geometry Applications inverse problems in geophysics, electrodynamics and acoustics inverse problems in ecology inverse and ill-posed problems in medicine mathematical problems of tomography
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