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Optimum design of incoherent filters for image recognition

机译:用于图像识别的非相干滤波器的优化设计

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Abstract: Optimal incoherent filters are proposed for distortion- invariant and noise-tolerance correlation. The optical transfer function (OTF) of the correlator is specified as a realizable phase-only term which is modified by a passband function. The phase-only term is optimized by the simulated annealing for producing a sharp and distortion-invariant correlation peak, and the passband function is selected by a direct iterative search algorithm to achieve the noise- tolerant image recognition. The designed OTF is generated by dual-filter synthesis. The correlation output is obtained from the subtraction between the correlation of two realizable filters with the input image. Optical experiments and computer simulations show that the proposed correlator can yield a sharp correlation peak with excellent distortion robustness and noise tolerance.!9
机译:摘要:提出了用于失真不变和噪声容限相关性的最优非相干滤波器。将相关器的光学传递函数(OTF)指定为可实现的仅相位项,并通过通带函数对其进行了修改。仅相位项通过模拟退火进行优化,以产生尖锐且不失真的相关峰,并且通带函数通过直接迭代搜索算法进行选择,以实现耐噪声的图像识别。设计的OTF通过双滤波器合成生成。从两个可实现滤波器的相关性与输入图像之间的相减中获得相关性输出。光学实验和计算机仿真表明,所提出的相关器可以产生尖锐的相关峰,具有出色的失真鲁棒性和噪声容忍度!9

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