边缘检测器在周期干扰滤波问题中的应用

A. Novikov, A. Pronkin, S. Vityazev
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引用次数: 0

摘要

周期噪声滤波的方法通常基于在进行傅里叶反变换之前对直接二维傅里叶变换的系数进行变换的思想,这样就可以排除与周期噪声相对应的分量。本文提出了一种基于边缘检测器的振幅谱局部极大值及其邻域的简单检测方法。利用边缘检测器获得的轮廓图像形成掩模。这个掩模然后被用来“切断”周期性干扰的频率。该方法对不同形状和强度的噪声进行了研究。研究了周期噪声和加性白噪声的混合。
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Edge Detector Application in the Problem of Periodic Interference Filtering
Methods of periodic noise filtering are usually based on the idea of transforming the coefficients of the direct two-dimensional Fourier transform before performing the inverse Fourier transform in such a way that components which correspond to the periodic noise are excluded. This paper proposes a simple method for detecting local maxima of the amplitude spectrum and their neighborhoods based on the use of an edge detector. The contour image obtained with the edge detector forms a mask. This mask is then used to “cut out” the frequencies of periodic interferences. The offered approach is investigated for various shapes and intensities of the noise. A mixture of a periodic noise and an additive white noise is studied.
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