A GA-based optimal image watermarking technique

Ning Zhong; Jing Ming Kuang; Zun Wen He

doi:10.1109/IIH-MSP.2007.22

A GA-based optimal image watermarking technique

Ning Zhong^*, Jing Ming Kuang, Zun Wen He

^*Corresponding author for this work

School of Information and Electronics

Beijing Institute of Technology

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

2 Citations (Scopus)

Abstract

This paper presents a kind of GA_based image watermarking algorithm. Considering two conflicting objectives: robustness and invisibility in watermarking system, it is always difficult to satisfy them at same time. We resolve this problem via genetic algorithm (GA). With a proper fitness function in the watermarking system, GA search for the optimal parameters of embedding strength and times of Arnold transform to improve the performance of watermarking algorithm. The simulation results using various watermark attacks show that the proposed method can improve the quality of the watermarked image and give almost the same robustness of the watermark.

Original language	English
Title of host publication	Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
Pages	291-294
Number of pages	4
DOIs	https://doi.org/10.1109/IIH-MSP.2007.22
Publication status	Published - 2007
Event	3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007 - Kaohsiung, Taiwan, Province of China Duration: 26 Nov 2007 → 28 Nov 2007

Publication series

Name	Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.
Volume	1

Conference

Conference	3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007
Country/Territory	Taiwan, Province of China
City	Kaohsiung
Period	26/11/07 → 28/11/07

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10.1109/IIH-MSP.2007.22

Cite this

Zhong, N., Kuang, J. M., & He, Z. W. (2007). A GA-based optimal image watermarking technique. In Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007. (pp. 291-294). Article 4457547 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; Vol. 1). https://doi.org/10.1109/IIH-MSP.2007.22

@inproceedings{6125993acda246bd9b52682d96f3ad38,

title = "A GA-based optimal image watermarking technique",

abstract = "This paper presents a kind of GA_based image watermarking algorithm. Considering two conflicting objectives: robustness and invisibility in watermarking system, it is always difficult to satisfy them at same time. We resolve this problem via genetic algorithm (GA). With a proper fitness function in the watermarking system, GA search for the optimal parameters of embedding strength and times of Arnold transform to improve the performance of watermarking algorithm. The simulation results using various watermark attacks show that the proposed method can improve the quality of the watermarked image and give almost the same robustness of the watermark.",

author = "Ning Zhong and Kuang, {Jing Ming} and He, {Zun Wen}",

year = "2007",

doi = "10.1109/IIH-MSP.2007.22",

language = "English",

isbn = "0769529941",

series = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",

pages = "291--294",

booktitle = "Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.",

note = "3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007 ; Conference date: 26-11-2007 Through 28-11-2007",

}

Zhong, N, Kuang, JM & He, ZW 2007, A GA-based optimal image watermarking technique. in Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.., 4457547, Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007., vol. 1, pp. 291-294, 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007, Kaohsiung, Taiwan, Province of China, 26/11/07. https://doi.org/10.1109/IIH-MSP.2007.22

A GA-based optimal image watermarking technique. / Zhong, Ning; Kuang, Jing Ming; He, Zun Wen.
Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 291-294 4457547 (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.; Vol. 1).

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

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N2 - This paper presents a kind of GA_based image watermarking algorithm. Considering two conflicting objectives: robustness and invisibility in watermarking system, it is always difficult to satisfy them at same time. We resolve this problem via genetic algorithm (GA). With a proper fitness function in the watermarking system, GA search for the optimal parameters of embedding strength and times of Arnold transform to improve the performance of watermarking algorithm. The simulation results using various watermark attacks show that the proposed method can improve the quality of the watermarked image and give almost the same robustness of the watermark.

AB - This paper presents a kind of GA_based image watermarking algorithm. Considering two conflicting objectives: robustness and invisibility in watermarking system, it is always difficult to satisfy them at same time. We resolve this problem via genetic algorithm (GA). With a proper fitness function in the watermarking system, GA search for the optimal parameters of embedding strength and times of Arnold transform to improve the performance of watermarking algorithm. The simulation results using various watermark attacks show that the proposed method can improve the quality of the watermarked image and give almost the same robustness of the watermark.

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Zhong N, Kuang JM, He ZW. A GA-based optimal image watermarking technique. In Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.. 2007. p. 291-294. 4457547. (Proceedings - 3rd International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIHMSP 2007.). doi: 10.1109/IIH-MSP.2007.22

A GA-based optimal image watermarking technique

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