基于Bior小波变换和中值滤波的图像去噪

Hanlei Dong, Fan Wang
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引用次数: 6

摘要

中值滤波器是一种常用的滤波器,它可以很好地处理脉冲噪声,但不能很好地处理高斯噪声。同时,小波变换能有效地去除高斯噪声。将双正交小波变换与中值滤波相结合,提出了一种有效的图像去噪方法。实验结果表明,该方法能有效地去除图像中的噪声。同时,能很好地保留图像的细节。该方法比单小波阈值法和中值滤波法具有更好的去噪效果。
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Image-Denoising Based on Bior Wavelet Transform and Median Filter
The median filter is a common filter, which can get a good result with impulse noise, but it can't work well with Gauss noise. At the meanwhile wavelet transform can remove Gauss noise efficiently. In this paper combined with Biorthogonal wavelet transform and median filtering, an efficient image-denoising method was presented. Experiment result shows that the noise of the image is removed effectively. At the same time, the detail of the image is kept well. The method has better denoising effect than single wavelet thresholding method or median filtering method.
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