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Sampling-balanced imaging system utilizing whitening matched filter

机译:利用白化匹配滤波器的采样平衡成像系统

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摘要

Imaging systems designed for point target detection and 3D reconstruction must be filtered in order to maximize signal-to-noise ratio and minimize position expectation error. An optimal whitening matched filter (WMF) is derived based on expected spatial target distribution and system colored noise. The expected noise is derived as a weighted combination of clutter aliasing, target aliasing, and detector noise. Further optimization of system performance is achieved by modification of the optical point spread function (PSF), so a sampling-balanced operation is achieved where all noise components are comparable. The improved performance of the optimized system is calculated and compared to the performance of other systems using other known linear postfilters with various optical PSF widths. It is shown that the WMF in a sampling-balanced system is a robust configuration that needs only minor modifications when scenario parameters are varied.
机译:为进行点目标检测和3D重建而设计的成像系统必须经过过滤,以最大程度地提高信噪比并最小化位置期望误差。基于预期的空间目标分布和系统有色噪声,得出了最佳的白化匹配滤波器(WMF)。预期噪声是由杂波混叠,目标混叠和检测器噪声的加权组合得出的。通过修改光学点扩展函数(PSF),可以进一步优化系统性能,因此在所有噪声分量均相当的情况下,可以实现采样平衡操作。计算出优化系统的改进性能,并将其与使用其他已知线性后置滤波器且具有各种光学PSF宽度的其他系统的性能进行比较。结果表明,采样平衡系统中的WMF是一种健壮的配置,当方案参数发生变化时,只需要进行少量修改即可。

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  • 来源
    《Applied optics》 |2010年第17期|共8页
  • 作者

    Yochay Danziger;

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  • 正文语种 eng
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