Chang S, Arsenault H H, Liu D
Appl Opt. 1994 May 10;33(14):3076-85. doi: 10.1364/AO.33.003076.
We propose a new optical pattern-recognition method that is invariant to shift, rotation, and scale changes. By means of a zero-order circular-harmonic filter the input object can be transformed into a correlation peak whose outline retains a shape similar to the outline of the input object. After multilevel thresholding and binarization, a bank composed of many contours with different sizes is formed. The invariant recognition can be obtained by a small contour line being taking as a reference and its second-order circular-harmonic component being taken as a filter. In addition to the scale invariance the correlation peak is superior to the classical circular-harmonic filter and the phase-only circular-harmonic filter in terms of peak intensity, half-maximum width, and peak-to-sidelobe ratio.
我们提出了一种新的光学模式识别方法,该方法对平移、旋转和尺度变化具有不变性。通过零阶圆谐波滤波器,输入物体可以被变换为一个相关峰,其轮廓保持与输入物体轮廓相似的形状。经过多级阈值处理和二值化后,形成了一个由许多不同大小轮廓组成的库。通过将一个小轮廓线作为参考,并将其二阶圆谐波分量作为滤波器,可以实现不变识别。除了尺度不变性外,相关峰在峰值强度、半高宽和峰旁瓣比方面优于经典圆谐波滤波器和纯相位圆谐波滤波器。