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Noninvasive object imaging with single-shot low-resolution speckle pattern through strongly-scattering turbid layers

机译:通过强散射混浊层以单次低分辨率散斑图案进行非侵入性物体成像

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Noninvasive object imaging through strongly-scattering turbid layers has attracted the attention of many experts due tothe potential application in the biomedical imaging and bioscience. The traditional speckle correlation method withGerchberg-Saxton (GS) algorithm is used to restore object in a single-shot speckle pattern. However, this method suffersfrom the problems of convergence to local minimums, many iterations and cannot determine the object direction, due tothe randomly assign initial value to GS algorithm. Bispectrum analysis method enables the directional Fourier phaseretrieved using single-shot speckle pattern, but there are the problems of requiring high-resolution speckle pattern, lowSNR and selecting the size of filter window. Therefore, we report an effective noninvasive imaging method throughstrongly-scattering turbid layers on the basis of bispectrum analysis and GS algorithm to restore the object in a lowresolutionspeckle pattern. Meanwhile, the new expression of Gaussian filter function is introduced contribute todetermine the window size of filter in the processes of bispectrum analysis. In this proposed approach, the window sizeof filter is determined by the adjust factor according to the new form of Gaussian filter function, and the initial Fourierphase with directional information is generated by bispectrum analysis in a low-resolution speckle pattern. Then theinitial Fourier phase is used as the randomly assign initial value to retrieve Fourier phase of object. Hence, the proposedmethod required no high-resolution, multiple iterations, nor randomly assign initial values to restore directional object.This work carries out simulations and experiments to demonstrates noninvasive object imaging in the low-resolutionspeckle pattern through strongly-scattering turbid layers.
机译:由于高度散射的浑浊层而进行的非侵入性物体成像已经引起了许多专家的关注,因为 在生物医学成像和生物科学中的潜在应用。传统的散斑相关方法 Gerchberg-Saxton(GS)算法用于以单次散斑模式恢复对象。但是,这种方法遭受 从收敛到局部极小值的问题,由于存在许多迭代,因此无法确定对象方向 随机分配初始值给GS算法。双谱分析方法可实现定向傅立叶相 使用单次散斑图案检索,但是存在需要高分辨率散斑图案,低分辨率的问题 SNR并选择过滤器窗口的大小。因此,我们通过以下方法报告了一种有效的无创成像方法 基于双光谱分析和GS算法的强散射混浊层以低分辨率恢复对象 斑点图案。同时,引入了高斯滤波函数的新表达式,有助于 在双光谱分析过程中确定过滤器的窗口大小。在此建议的方法中,窗口大小 滤波器的系数由调整因子根据新形式的高斯滤波器函数和初始傅里叶来确定 通过双光谱分析以低分辨率斑点模式生成带有方向信息的相位。然后 初始傅立叶相位用作随机分配的初始值,以检索对象的傅立叶相位。因此,建议 该方法不需要高分辨率,多次迭代,也不需要随机分配初始值即可还原定向对象。 这项工作进行了仿真和实验,以演示低分辨率的无创物体成像 通过强烈散射的浑浊层形成斑点图案。

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