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Embedding Intrinsic Mode Function into Anisotropic Diffusion Equation for Image Denoising
嵌入固有模态函数的各向异性扩散方程用于图像降噪

Keywords: Intrinsic mode function,Perona-Malik model,Empirical mode decomposition,Image denoising,Anisotropic diffusion
固有模态函数
,Perona-Malik模型,经验模态分解,图像降噪,各向异性扩散,模态函数,异性扩散方程,图像降噪,Image,Denoising,Diffusion,Equation,Anisotropic,Intrinsic,Mode,Function,椒盐噪声,高斯噪声,改进,模型,高频信息,代表,分量,频率属性,经验模态分解技术,利用

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Abstract:

In this paper, an image denoising model which embeds intrinsic mode function into Perona-Malik model is proposed. Firstly, the image is decomposed into Intrinsic Mode Functions (IMFs) by using empirical mode decomposition technique; each of IMFs captures the feature information under different scales. Secondly, the first and second IMFs are embedded into Perona-Malik model. Experimental results indicate that this method is more efficient than Perona-Malik model in removing Gaussian noise. Moreover, this method can remove salt and pepper noise.

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