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A Image Denoising Method Based on Median Transform and Pyramid Decomposition
基于中值变换和金字塔分解的图像去噪方法

Keywords: Image denoising,Median transform,Pyramidal,Multiscale,Hybrid noise
图像去噪
,中值变换,金字塔,多尺度,混合噪声

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Abstract:

A nonlinear multiscale pyramidal decomposition based on median transform is presented in this paper at first.Then it gives a denoising algorithm which can restore the image distorted by impulse noise and Gaussian noise.The coefficients of the image via the median pyramidal transform represent different characteristics, so the transform can effectively detach noise from image. The different noise coefficients suppression means can be adopted to remove different noise. The simulation result indicates the method is effective, and superior over other methods.

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