Salt-and-pepper noise removal based on nonlocal mean filter

Xunbo Yin; Jiaqi Zhu

doi:10.1109/CECNet.2013.6703397

Salt-and-pepper noise removal based on nonlocal mean filter

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

In this paper, a new two-phase method for salt-and-pepper noise removal is proposed which combines the adaptive median filter and nonlocal mean filter. In the first phase, the adaptive median filter is used to identity pixels which are likely to be contaminated by noise. In the second phase, the image is restored using the nonlocal mean filter which is firstly proposed for Gaussian noise removal. It has a strong ability to handle textures and repetitive structures. Experimental results show that the proposed algorithm achieved not only high PSNR but also pleasure visual results even when the noise level is high as 90%.

Original language	English
Title of host publication	2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings
Pages	577-580
Number of pages	4
DOIs	https://doi.org/10.1109/CECNet.2013.6703397
State	Published - 2013
Event	2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Xianning, China Duration: 20 Nov 2013 → 22 Nov 2013

Publication series

Name	2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings

Conference

Conference	2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013
Country/Territory	China
City	Xianning
Period	20/11/13 → 22/11/13

Keywords

Image denoise
Nonlocal mean filter
Salt-and-Pepper noise

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10.1109/CECNet.2013.6703397

Cite this

Yin, X., & Zhu, J. (2013). Salt-and-pepper noise removal based on nonlocal mean filter. In 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings (pp. 577-580). Article 6703397 (2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings). https://doi.org/10.1109/CECNet.2013.6703397

@inproceedings{1aff28684c2545938dc86a09ecba64e8,

title = "Salt-and-pepper noise removal based on nonlocal mean filter",

abstract = "In this paper, a new two-phase method for salt-and-pepper noise removal is proposed which combines the adaptive median filter and nonlocal mean filter. In the first phase, the adaptive median filter is used to identity pixels which are likely to be contaminated by noise. In the second phase, the image is restored using the nonlocal mean filter which is firstly proposed for Gaussian noise removal. It has a strong ability to handle textures and repetitive structures. Experimental results show that the proposed algorithm achieved not only high PSNR but also pleasure visual results even when the noise level is high as 90\%.",

keywords = "Image denoise, Nonlocal mean filter, Salt-and-Pepper noise",

author = "Xunbo Yin and Jiaqi Zhu",

year = "2013",

doi = "10.1109/CECNet.2013.6703397",

language = "英语",

isbn = "9781479928590",

series = "2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings",

pages = "577--580",

booktitle = "2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings",

note = "2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 ; Conference date: 20-11-2013 Through 22-11-2013",

}

Yin, X & Zhu, J 2013, Salt-and-pepper noise removal based on nonlocal mean filter. in 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings., 6703397, 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings, pp. 577-580, 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013, Xianning, China, 20/11/13. https://doi.org/10.1109/CECNet.2013.6703397

Salt-and-pepper noise removal based on nonlocal mean filter. / Yin, Xunbo ; Zhu, Jiaqi.
2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings. 2013. p. 577-580 6703397 (2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Salt-and-pepper noise removal based on nonlocal mean filter

AU - Yin, Xunbo

AU - Zhu, Jiaqi

PY - 2013

Y1 - 2013

N2 - In this paper, a new two-phase method for salt-and-pepper noise removal is proposed which combines the adaptive median filter and nonlocal mean filter. In the first phase, the adaptive median filter is used to identity pixels which are likely to be contaminated by noise. In the second phase, the image is restored using the nonlocal mean filter which is firstly proposed for Gaussian noise removal. It has a strong ability to handle textures and repetitive structures. Experimental results show that the proposed algorithm achieved not only high PSNR but also pleasure visual results even when the noise level is high as 90%.

AB - In this paper, a new two-phase method for salt-and-pepper noise removal is proposed which combines the adaptive median filter and nonlocal mean filter. In the first phase, the adaptive median filter is used to identity pixels which are likely to be contaminated by noise. In the second phase, the image is restored using the nonlocal mean filter which is firstly proposed for Gaussian noise removal. It has a strong ability to handle textures and repetitive structures. Experimental results show that the proposed algorithm achieved not only high PSNR but also pleasure visual results even when the noise level is high as 90%.

KW - Image denoise

KW - Nonlocal mean filter

KW - Salt-and-Pepper noise

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U2 - 10.1109/CECNet.2013.6703397

DO - 10.1109/CECNet.2013.6703397

M3 - 会议稿件

AN - SCOPUS:84894198920

SN - 9781479928590

T3 - 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings

SP - 577

EP - 580

BT - 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013 - Proceedings

T2 - 2013 3rd International Conference on Consumer Electronics, Communications and Networks, CECNet 2013

Y2 - 20 November 2013 through 22 November 2013

ER -

Salt-and-pepper noise removal based on nonlocal mean filter

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Keywords

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