A new filter for color images corrupted by impulse noise

Yueyang Li; Bin Han; Shitong Wang; Fu Lai Korris Chung

doi:10.1109/FSKD.2007.74

A new filter for color images corrupted by impulse noise

Yueyang Li, Bin Han, Shitong Wang, Fu Lai Korris Chung

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

Abstract

Based on an integration of a simple impulse detector and a robust neuro-fuzzy (RNF) network, a new effective filter for color images corrupted by impulse noise is presented in this paper. There are two distinctive properties of the proposed method. The first is the use of a simple impulse detector. The other is the use of a novel membership function in the design of the adaptive RNF network, making the network robust to impulse noise. Extensive simulation results indicate that the proposed filter not only has the ability of noise attenuation but also has desirable robustness.

Original language	English
Title of host publication	Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007
Pages	214-220
Number of pages	7
Volume	4
DOIs	https://doi.org/10.1109/FSKD.2007.74
Publication status	Published - 1 Dec 2007
Event	4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007 - Haikou, China Duration: 24 Aug 2007 → 27 Aug 2007

Conference

Conference	4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007
Country/Territory	China
City	Haikou
Period	24/08/07 → 27/08/07

Keywords

Color image processing
Impulse noise
Multi-channel filter
Neuro-fuzzy network

ASJC Scopus subject areas

Artificial Intelligence
Software
Applied Mathematics
Theoretical Computer Science

More information

10.1109/FSKD.2007.74

Cite this

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title = "A new filter for color images corrupted by impulse noise",

abstract = "Based on an integration of a simple impulse detector and a robust neuro-fuzzy (RNF) network, a new effective filter for color images corrupted by impulse noise is presented in this paper. There are two distinctive properties of the proposed method. The first is the use of a simple impulse detector. The other is the use of a novel membership function in the design of the adaptive RNF network, making the network robust to impulse noise. Extensive simulation results indicate that the proposed filter not only has the ability of noise attenuation but also has desirable robustness.",

keywords = "Color image processing, Impulse noise, Multi-channel filter, Neuro-fuzzy network",

author = "Yueyang Li and Bin Han and Shitong Wang and Chung, {Fu Lai Korris}",

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doi = "10.1109/FSKD.2007.74",

language = "English",

isbn = "0769528740",

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Li, Y, Han, B, Wang, S & Chung, FLK 2007, A new filter for color images corrupted by impulse noise. in Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007. vol. 4, 4406377, pp. 214-220, 4th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007, Haikou, China, 24/08/07. https://doi.org/10.1109/FSKD.2007.74

A new filter for color images corrupted by impulse noise. / Li, Yueyang; Han, Bin; Wang, Shitong et al.
Proceedings - Fourth International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2007. Vol. 4 2007. p. 214-220 4406377.

Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review

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AB - Based on an integration of a simple impulse detector and a robust neuro-fuzzy (RNF) network, a new effective filter for color images corrupted by impulse noise is presented in this paper. There are two distinctive properties of the proposed method. The first is the use of a simple impulse detector. The other is the use of a novel membership function in the design of the adaptive RNF network, making the network robust to impulse noise. Extensive simulation results indicate that the proposed filter not only has the ability of noise attenuation but also has desirable robustness.

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A new filter for color images corrupted by impulse noise

Abstract

Conference

Keywords

ASJC Scopus subject areas

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