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A Coin Recognition System with Rotation Invariance

机译:具有旋转不变性的硬币识别系统

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摘要

This paper introduces a coin recognition method with rotation invariance. The rotation invariance feature is represented by the absolute value of Fourier coefficients of polar image of the coin on circles with different radii. Moreover, the Fourier approximation of the coin image is used to reduce the variations on surface of coin such as light reflection effect. Then coins can be distinguished by feeding those features into a multi-layered BP neural network. Finally the coin recognition experiments are given to show the effectiveness of the proposed method.
机译:本文介绍了一种具有旋转不变性的硬币识别方法。旋转不变性特征由硬币在不同半径的圆上的极性图像的傅立叶系数的绝对值表示。此外,使用硬币图像的傅立叶近似来减少硬币表面上的变化,例如光反射效果。然后,可以通过将这些特征输入到多层BP神经网络中来区分硬币。最后,通过硬币识别实验证明了该方法的有效性。

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