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A new reconstruction approach for reflection mode diffraction tomography

机译:反射模式衍射层析成像的一种新的重建方法

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Reflection mode diffraction tomography (RM DT) is an inversion scheme used to reconstruct the acoustical refractive index distribution of a scattering object. In this work, we reveal the existence of statistically complementary information inherent in the backscattered data and propose reconstruction algorithms that exploit this information for achieving a bias-free reduction of image variance in RM DT images. Such a reduction of image variance can potentially enhance the detectability of subtle image features when the signal-to-noise ratio of the measured scattered data is low in RM DT. The proposed reconstruction algorithms are mathematically identical, but they propagate noise and numerical errors differently. We investigate theoretically, and validate numerically, the noise properties of images reconstructed using one of the reconstruction algorithms for several different multifrequency sources and uncorrelated data noise.
机译:反射模式衍射层析成像(RM DT)是一种反演方案,用于重建散射对象的声折射率分布。在这项工作中,我们揭示了反向散射数据中固有的统计互补信息的存在,并提出了利用该信息来实现RM DT图像中图像方差的无偏差减小的重构算法。当测量的散射数据的信噪比在RM DT中较低时,这种减少图像差异的方法可以潜在地增强微妙图像特征的可检测性。所提出的重建算法在数学上是相同的,但是它们传播噪声和数值误差的方式不同。我们在理论上进行研究,并在数值上验证了针对几种不同的多频源和不相关的数据噪声使用一种重建算法重建的图像的噪声特性。

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