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Corrections to linear methods for diffuse optical tomography using approximation error modelling

机译:使用近似误差建模对漫射光学层析成像的线性方法进行校正

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摘要

Linear reconstruction methods in diffuse optical tomography have been found to produce reasonable good images in cases in which the variation in optical properties within the medium is relatively small and a reference measurement with known background optical properties is available. In this paper we examine the correction of errors when using a first order Born approximation with an infinite space Green’s function model as the basis for linear reconstruction in diffuse optical tomography, when real data is generated on a finite domain with possibly unknown background optical properties. We consider the relationship between conventional reference measurement correction and approximation error modelling in reconstruction. It is shown that, using the approximation error modelling, linear reconstruction method can be used to produce good quality images also in situations in which the background optical properties are not known and a reference is not available.
机译:已经发现,在介质内光学特性的变化相对较小且可获得具有已知背景光学特性的参考测量的情况下,漫射光学层析成像中的线性重建方法可产生合理的良好图像。在本文中,当在有限域中生成可能具有未知背景光学特性的实际数据时,我们将使用具有无限空间格林函数模型的一阶Born近似作为漫射光学层析成像中线性重建的基础时的误差校正。我们考虑了传统参考测量校正与近似误差建模之间的关系。结果表明,使用近似误差建模,即使在背景光学特性未知且参考不可用的情况下,也可以使用线性重构方法来生成高质量的图像。

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