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COMPUTER-GENERATED MULTIPLE-OBJECT DISCRIMINANT CORRELATION FILTERS - DESIGN BY SIMULATED ANNEALING

机译:计算机生成的多目标判别相关滤波器-模拟退火设计

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摘要

The computer generation of multiple-object discriminant correlation filters is studied. The quantization of filter functions influences the correlation response. This may cause misdetection or incorrect classification of patterns and is especially serious in the case of multiple-object discriminant filters. We propose synthesizing the matched-filter functions by the simulated-annealing algorithm. The recording of Lohmann-type computer-generated holograms is considered. By this method the filter functions can be encoded with a reduction in the quantization levels of amplitude and phase. A computer simulation is performed, and the expected correlation responses are obtained. [References: 24]
机译:研究了多目标判别相关滤波器的计算机生成。滤波器函数的量化影响相关响应。这可能会导致检测错误或模式分类不正确,在多对象判别滤波器的情况下尤其严重。我们建议通过模拟退火算法来合成匹配滤波器函数。考虑记录Lohmann型计算机生成的全息图。通过这种方法,可以在幅度和相位的量化水平降低的情况下对滤波器功能进行编码。执行计算机仿真,并获得预期的相关响应。 [参考:24]

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