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OALib Journal期刊
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Adaptive Combined Image Denoising
自适应的图像组合降噪

Keywords: adaptive method,image denoising,image restoration,wavelet thresholding
自适应
,图像降噪,图像恢复,小波

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Abstract:

BayesShrink is one of the best algorithms for wavelet thresholding denoising,while WienerChop improves VisuShrink by Wiener filtering in wavelet domain.We studied the denoising method uniting BayesShrink and WienerChop.The combined algorithm has smaller mean squared erroe(MSE) and higher signal to noise ratio(SNR) than BayesShrink or WienerChop.It integrates the advantages of the two algorithms,and improves the problems which images are smoothed overly by WienerChop and BayesShrink retains some noise artifacts.It can visually obtain more pleasing denoised images.

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