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Backpropagation in turbid media

机译:混浊介质中的反向传播

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摘要

We extend the backpropagation algorithm of standard diffraction tomography to backpropagation in turbid media. We analyze the behavior of the backpropagation algorithm both for a single-view geometry, as is common in mammography, and for multiple views. The most general form of the algorithm permits arbitrary placement of sources and detectors in the background medium. In addition, we specialize the algorithm for the case of a planar array of detectors, which permits the backpropagation algorithm to be implemented with fast-Fourier-domain noniterative algebraic methods. In this case the algorithm can be used to reconstruct three-dimensional images in a minute or less, depending on the number of views. We demonstrate the theoretical results with computer simulations.
机译:我们将标准衍射层析成像的反向传播算法扩展到混浊介质中的反向传播。我们分析了乳房X线照相中常见的单视图几何图形和多视图的反向传播算法的行为。该算法的最通用形式允许将源和检测器任意放置在背景介质中。另外,我们专门针对检测器平面阵列的情况算法,该算法允许使用快速傅里叶域非迭代代数方法实现反向传播算法。在这种情况下,取决于视图的数量,该算法可用于在一分钟或更短的时间内重建三维图像。我们用计算机仿真证明了理论结果。

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