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Simulation of the Effect of Noise on Terahertz Digital Holography Reconstructed Image

机译:噪声对太赫兹数字全息重构图像影响的模拟

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摘要

In the terahertz imaging experiments, target is often embedded in a support plate (such as PTFE, etc.). Backgroundnoise will be caused by many factors, such as uneven material and non-smoothness of support plate. In this paper, theimpacts of noise on terahertz in-line digital holography single-exposure, support-domain constrained phase retrievalalgorithm and its reconstructed results are simulated. The support domain is determined by the combination of theOtsu algorithm and the opening and closing operation. Firstly, the influences of noise on 2.52 terahertz in-line digitalholographic reconstruction are studied when the transmittance of support plate is 0.93. The mean value of Gaussiannoise of the support plate is 0, and the standard deviation range is between 0 and 0.1, and the interval is 0.005. Meansquare error (MSE) and peak signal-to-noise ratio (PSNR) are used as the evaluation criteria. Finally, the Gaussiannoise with mean value of 0 and standard deviation of 0.04 is selected to simulate and analyze the effect of thereconstructed image with different transmittances. The results show that, when the transmittance of the support plateis 0.93 and the noise standard deviation is 0-0.04, the peak signal-to-noise ratio is less than 6% lower than of the idealsupport plate reconstruction.
机译:在太赫兹成像实验中,目标通常嵌入在支撑板(例如PTFE等)中。背景 噪声是由许多因素引起的,例如材料不均匀和支撑板不光滑。在本文中, 对太赫兹在线数字全息单曝光,支持域约束相位检索的影响 对算法及其重构结果进行了仿真。支持域取决于以下因素的组合: Otsu算法以及打开和关闭操作。首先,噪声对2.52太赫兹在线数字的影响 当支撑板的透射率为0.93时,对全息重建进行了研究。高斯平均值 支撑板的噪声为0,标准偏差范围为0到0.1,间隔为0.005。意思是 平方误差(MSE)和峰值信噪比(PSNR)用作评估标准。最后,高斯 选择平均值为0,标准偏差为0.04的噪声来模拟和分析噪声的影响 透射率不同的重建图像。结果表明,当支撑板的透光率高时, 为0.93,噪声标准偏差为0-0.04,峰值信噪比比理想值低6%以下 支撑板重建​​。

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