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On the data needed for the accurate reconstruction in 3D diffraction tomography

机译:关于3D衍射层析成像中准确重建所需的数据

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In this paper, the three dimensional (3D) extensions of the two well-known diffraction tomography algorithms, namely direct Fourier interpolation and filtered backpropagation (FBP) are presented. These algorithms solve the linearized version of the inverse scattering problem using either the Born or the Rytov approximations which are known to be valid for weak scatterers. We investigate the problem of the amount of data needed for a full 3D reconstruction. Previous attempts for 3D reconstruction using several inverse scattering algorithms were based on scattered field measurements with incident pulse directions restricted exclusively on the xy-plane. This results in ignoring the contribution of some spatial frequencies which are near the z-axis. This effect is studied here by comparing the results of reconstruction with and without data obtained from other incident directions which fill the spatial frequency domain. We conclude that for a class of objects presenting smooth variation along the z-axis, the use of data obtained for incident direction only in the xy-plane is sufficient to obtain a satisfactory quality of reconstruction while quick variations along the z-axis cannot be imagined.
机译:本文介绍了两种众所周知的衍射层析成像算法的三维(3D)扩展,即直接傅里叶插值和滤波反向传播(FBP)。这些算法使用已知对弱散射体有效的Born或Rytov近似值解决了逆散射问题的线性化版本。我们调查了完整3D重建所需的数据量问题。先前使用几种逆散射算法进行3D重建的尝试是基于散射场测量,其中入射脉冲方向仅限制在xy平面上。这导致忽略了一些在z轴附近的空间频率的贡献。在此,通过比较在有和没有从其他入射方向上获得的数据(填充空间频域)获得的数据的重构结果,来研究这种效果。我们得出结论,对于一类沿z轴呈现平滑变化的对象,仅针对xy平面中入射方向获得的数据的使用足以获得令人满意的重建质量,而不能沿z轴进行快速变化想像的。

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