An implementation of digital image watermarking based on particle swarm optimization

Hai Tao; Jasni Mohamad Zain; Ahmed N. Abd Alla; Qin Hongwu

doi:10.1007/978-3-642-14292-5_33

An implementation of digital image watermarking based on particle swarm optimization

Hai Tao
, Jasni Mohamad Zain
, Ahmed N. Abd Alla
, Qin Hongwu

Universiti Malaysia Pahang Al-Sultan Abdullah

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

5 Scopus citations

Abstract

The trade-off between the imperceptibility and robustness is one of the most challenges in digital watermarking system. To solve the problem, a digital image watermarking implementation of evolutionary algorithm in the discrete wavelet domain is presented. In the proposed scheme, the watermark is embedded in the vertical subband (HL_m ) coefficients in wavelet domain. Furthermore, the proposed algorithm based on Particle Swarm Optimization is performed to train scaling factors to accomplish maximum the watermark strength while decrease the visual distortion. From experimental results, it demonstrates the robustness and the superiority of the proposed hybrid scheme.

Original language	English
Title of host publication	Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings
Pages	314-320
Number of pages	7
Edition	PART 1
DOIs	https://doi.org/10.1007/978-3-642-14292-5_33
State	Published - 2010
Externally published	Yes
Event	2nd International Conference on 'Networked Digital Technologies', NDT 2010 - Prague, Czech Republic Duration: 7 Jul 2010 → 9 Jul 2010

Publication series

Name	Communications in Computer and Information Science
Number	PART 1
Volume	87 CCIS
ISSN (Print)	1865-0929

Conference

Conference	2nd International Conference on 'Networked Digital Technologies', NDT 2010
Country/Territory	Czech Republic
City	Prague
Period	7/07/10 → 9/07/10

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10.1007/978-3-642-14292-5_33

Cite this

Tao, H., Zain, J. M., Abd Alla, A. N., & Hongwu, Q. (2010). An implementation of digital image watermarking based on particle swarm optimization. In Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings (PART 1 ed., pp. 314-320). (Communications in Computer and Information Science; Vol. 87 CCIS, No. PART 1). https://doi.org/10.1007/978-3-642-14292-5_33

@inproceedings{032be2fe74b44cc78333da063fbda976,

title = "An implementation of digital image watermarking based on particle swarm optimization",

abstract = "The trade-off between the imperceptibility and robustness is one of the most challenges in digital watermarking system. To solve the problem, a digital image watermarking implementation of evolutionary algorithm in the discrete wavelet domain is presented. In the proposed scheme, the watermark is embedded in the vertical subband (HLm ) coefficients in wavelet domain. Furthermore, the proposed algorithm based on Particle Swarm Optimization is performed to train scaling factors to accomplish maximum the watermark strength while decrease the visual distortion. From experimental results, it demonstrates the robustness and the superiority of the proposed hybrid scheme.",

author = "Hai Tao and Zain, \{Jasni Mohamad\} and \{Abd Alla\}, \{Ahmed N.\} and Qin Hongwu",

year = "2010",

doi = "10.1007/978-3-642-14292-5\_33",

language = "English",

isbn = "3642142915",

series = "Communications in Computer and Information Science",

number = "PART 1",

pages = "314--320",

booktitle = "Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings",

edition = "PART 1",

note = "2nd International Conference on 'Networked Digital Technologies', NDT 2010 ; Conference date: 07-07-2010 Through 09-07-2010",

}

Tao, H, Zain, JM, Abd Alla, AN & Hongwu, Q 2010, An implementation of digital image watermarking based on particle swarm optimization. in Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings. PART 1 edn, Communications in Computer and Information Science, no. PART 1, vol. 87 CCIS, pp. 314-320, 2nd International Conference on 'Networked Digital Technologies', NDT 2010, Prague, Czech Republic, 7/07/10. https://doi.org/10.1007/978-3-642-14292-5_33

An implementation of digital image watermarking based on particle swarm optimization. / Tao, Hai; Zain, Jasni Mohamad; Abd Alla, Ahmed N. et al.
Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings. PART 1. ed. 2010. p. 314-320 (Communications in Computer and Information Science; Vol. 87 CCIS, No. PART 1).

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

TY - GEN

T1 - An implementation of digital image watermarking based on particle swarm optimization

AU - Tao, Hai

AU - Zain, Jasni Mohamad

AU - Abd Alla, Ahmed N.

AU - Hongwu, Qin

PY - 2010

Y1 - 2010

N2 - The trade-off between the imperceptibility and robustness is one of the most challenges in digital watermarking system. To solve the problem, a digital image watermarking implementation of evolutionary algorithm in the discrete wavelet domain is presented. In the proposed scheme, the watermark is embedded in the vertical subband (HLm ) coefficients in wavelet domain. Furthermore, the proposed algorithm based on Particle Swarm Optimization is performed to train scaling factors to accomplish maximum the watermark strength while decrease the visual distortion. From experimental results, it demonstrates the robustness and the superiority of the proposed hybrid scheme.

AB - The trade-off between the imperceptibility and robustness is one of the most challenges in digital watermarking system. To solve the problem, a digital image watermarking implementation of evolutionary algorithm in the discrete wavelet domain is presented. In the proposed scheme, the watermark is embedded in the vertical subband (HLm ) coefficients in wavelet domain. Furthermore, the proposed algorithm based on Particle Swarm Optimization is performed to train scaling factors to accomplish maximum the watermark strength while decrease the visual distortion. From experimental results, it demonstrates the robustness and the superiority of the proposed hybrid scheme.

UR - https://www.scopus.com/pages/publications/77955732765

U2 - 10.1007/978-3-642-14292-5_33

DO - 10.1007/978-3-642-14292-5_33

M3 - Conference contribution

AN - SCOPUS:77955732765

SN - 3642142915

SN - 9783642142918

T3 - Communications in Computer and Information Science

SP - 314

EP - 320

BT - Networked Digital Technologies - Second International Conference, NDT 2010, Proceedings

T2 - 2nd International Conference on 'Networked Digital Technologies', NDT 2010

Y2 - 7 July 2010 through 9 July 2010

ER -

An implementation of digital image watermarking based on particle swarm optimization

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