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Author:

Dai, Fang (Dai, Fang.) | Xue, Jian-Ru (Xue, Jian-Ru.) (Scholars:薛建儒) | Zheng, Nan-Ning (Zheng, Nan-Ning.)

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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.

Keyword:

Anisotropic diffusion Empirical mode decomposition Image denoising Intrinsic mode function Perona-Malik model

Author Community:

  • [ 1 ] [Dai, Fang;Xue, Jian-Ru;Zheng, Nan-Ning]Institute of Artificial Intelligence and Robotics, Xi'an Jiaotong University, Xi'an 710049, China
  • [ 2 ] [Dai, Fang]School of Science, Xi'an University of Technology, Xi'an 710054, China

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Source :

Dianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology

ISSN: 1009-5896

Year: 2008

Issue: 3

Volume: 30

Page: 509-513

Cited Count:

WoS CC Cited Count: 0

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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