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A Scale Distortion Invariant Pattern Recognition with Fractional Matching Filter Correlation

机译:分数匹配滤波器相关的尺度失真不变模式识别

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Two optical units who are constructed by one Fresnel transform and one lens can produce a scale fractional Fourier transform. The constraints between the tow units are analyzed. Based on that and fractional correlation theory, a scale distortion invariant pattern recognition method is proposed. Simulation results show that when a scale distortion input image can't be rightly recognized by the conventional correlation, it can be recognized well with the method. Deficiency of the method is that lots of matching filters are needed.
机译:由一个菲涅耳变换和一个透镜构成的两个光学单元可以产生比例分数阶傅里叶变换。分析了牵引单元之间的约束。基于分数阶相关理论,提出了一种尺度畸变不变模式识别方法。仿真结果表明,当传统的相关不能正确识别比例尺失真输入图像时,该方法可以很好地识别图像。该方法的不足之处是需要大量匹配的过滤器。

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