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Coordinate-transformed filter for shift-invariant and scale-invariant pattern recognition

机译:用于位移不变和比例不变模式识别的坐标变换滤波器

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摘要

A variable radial coordinate transformation of the phase-only filter (POF) that is dependent on the energy's angular distribution of the target spectrum is used to perform shift- and scale-invariant pattern recognition. The POF of a basic size target and the cumulative energy of its angular distribution are calculated. The filter function is then transformed by means of stretching along the radial coordinate so that the same energy contribution to the correlation peak is provided for any size target. The maximum ratio for recognizing scaled objects is 1:1.5. Computer simulations and optical experiments showing the performances of the filter are presented.#1997 Optical Society of America
机译:依赖于目标光谱能量的角度分布的仅相位滤波器(POF)的可变径向坐标变换用于执行平移和比例不变的模式识别。计算基本尺寸目标的POF及其角度分布的累积能量。然后,通过沿径向坐标进行拉伸来变换滤波器函数,以便为任何大小的目标提供对相关峰的相同能量贡献。识别缩放对象的最大比例为1:1.5。介绍了显示滤波器性能的计算机仿真和光学实验。#1997美国光学学会

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