Adaptive working window for impulse noise reduction

Thou Ho Chen; Shi Feng Huang; Chao Yu Chen; Zhi Hong Lin

doi:10.1109/IIH-MSP.2006.265057

Adaptive working window for impulse noise reduction

Thou Ho Chen, Shi Feng Huang, Chao Yu Chen, Zhi Hong Lin

Institute of Computer and Communication Engineering

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

1 Citation (Scopus)

Abstract

In this paper, we propose an effective method to choose an adaptive working window for impulse noise reduction. Every pixel has the pixel-correlation between itself and its neighbor pixels in an image. Based on the pixel-correlation, we define a formula to gather the statistics for impulse noise intensity estimation. Because the image corrupted by impulse noise would degrade the pixel-correlation, a simple rule is introduced for different median-based filters which are developed with adaptive working window to reduce impulse noise. The reported multi-state median (MSM) filter and switching median (SM) filter are simulated with the simple rule. The experimental results show that our method would improve the reliability of MSM filter and SM filter for impulse noise reduction.

Original language	English
Title of host publication	Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006
Pages	529-532
Number of pages	4
DOIs	https://doi.org/10.1109/IIH-MSP.2006.265057
Publication status	Published - 2006
Event	2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 - Pasadena, CA, United States Duration: 2006 Dec 18 → 2006 Dec 20

Publication series

Name	Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

Other

Other	2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006
Country/Territory	United States
City	Pasadena, CA
Period	06-12-18 → 06-12-20

All Science Journal Classification (ASJC) codes

General Computer Science

Access to Document

10.1109/IIH-MSP.2006.265057

Cite this

Chen, T. H., Huang, S. F., Chen, C. Y., & Lin, Z. H. (2006). Adaptive working window for impulse noise reduction. In Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 (pp. 529-532). Article 4041777 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006). https://doi.org/10.1109/IIH-MSP.2006.265057

Chen, Thou Ho ; Huang, Shi Feng ; Chen, Chao Yu et al. / Adaptive working window for impulse noise reduction. Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. pp. 529-532 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

@inproceedings{dcba2e5482994875864573c13ac2c188,

title = "Adaptive working window for impulse noise reduction",

abstract = "In this paper, we propose an effective method to choose an adaptive working window for impulse noise reduction. Every pixel has the pixel-correlation between itself and its neighbor pixels in an image. Based on the pixel-correlation, we define a formula to gather the statistics for impulse noise intensity estimation. Because the image corrupted by impulse noise would degrade the pixel-correlation, a simple rule is introduced for different median-based filters which are developed with adaptive working window to reduce impulse noise. The reported multi-state median (MSM) filter and switching median (SM) filter are simulated with the simple rule. The experimental results show that our method would improve the reliability of MSM filter and SM filter for impulse noise reduction.",

author = "Chen, {Thou Ho} and Huang, {Shi Feng} and Chen, {Chao Yu} and Lin, {Zhi Hong}",

year = "2006",

doi = "10.1109/IIH-MSP.2006.265057",

language = "English",

isbn = "0769527450",

series = "Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006",

pages = "529--532",

booktitle = "Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006",

note = "2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006 ; Conference date: 18-12-2006 Through 20-12-2006",

}

Chen, TH, Huang, SF, Chen, CY & Lin, ZH 2006, Adaptive working window for impulse noise reduction. in Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006., 4041777, Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006, pp. 529-532, 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006, Pasadena, CA, United States, 06-12-18. https://doi.org/10.1109/IIH-MSP.2006.265057

Adaptive working window for impulse noise reduction. / Chen, Thou Ho; Huang, Shi Feng; Chen, Chao Yu et al.
Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. p. 529-532 4041777 (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006).

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

TY - GEN

T1 - Adaptive working window for impulse noise reduction

AU - Chen, Thou Ho

AU - Huang, Shi Feng

AU - Chen, Chao Yu

AU - Lin, Zhi Hong

PY - 2006

Y1 - 2006

N2 - In this paper, we propose an effective method to choose an adaptive working window for impulse noise reduction. Every pixel has the pixel-correlation between itself and its neighbor pixels in an image. Based on the pixel-correlation, we define a formula to gather the statistics for impulse noise intensity estimation. Because the image corrupted by impulse noise would degrade the pixel-correlation, a simple rule is introduced for different median-based filters which are developed with adaptive working window to reduce impulse noise. The reported multi-state median (MSM) filter and switching median (SM) filter are simulated with the simple rule. The experimental results show that our method would improve the reliability of MSM filter and SM filter for impulse noise reduction.

AB - In this paper, we propose an effective method to choose an adaptive working window for impulse noise reduction. Every pixel has the pixel-correlation between itself and its neighbor pixels in an image. Based on the pixel-correlation, we define a formula to gather the statistics for impulse noise intensity estimation. Because the image corrupted by impulse noise would degrade the pixel-correlation, a simple rule is introduced for different median-based filters which are developed with adaptive working window to reduce impulse noise. The reported multi-state median (MSM) filter and switching median (SM) filter are simulated with the simple rule. The experimental results show that our method would improve the reliability of MSM filter and SM filter for impulse noise reduction.

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DO - 10.1109/IIH-MSP.2006.265057

M3 - Conference contribution

AN - SCOPUS:40349106318

SN - 0769527450

SN - 9780769527451

T3 - Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

SP - 529

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BT - Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

T2 - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006

Y2 - 18 December 2006 through 20 December 2006

ER -

Chen TH, Huang SF, Chen CY, Lin ZH. Adaptive working window for impulse noise reduction. In Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006. 2006. p. 529-532. 4041777. (Proceedings - 2006 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2006). doi: 10.1109/IIH-MSP.2006.265057

Adaptive working window for impulse noise reduction

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