A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients

In an endeavor to deal with image copyright infringement, robust watermarking approaches are commonly used. However, most of the existing approaches either present a limited robustness or rely on highly computational algorithms, thereby limiting the efficiency of these solutions. In this paper, a no...

Full description

Bibliographic Details
Main Authors: Zied Kricha, Anis Kricha, Anis Sakly
Format: Article
Language:English
Published: Hindawi-Wiley 2018-01-01
Series:Security and Communication Networks
Online Access:http://dx.doi.org/10.1155/2018/1254081
id doaj-dab12ebde3e842edaba2a21954e1cead
record_format Article
spelling doaj-dab12ebde3e842edaba2a21954e1cead2020-11-25T01:11:09ZengHindawi-WileySecurity and Communication Networks1939-01141939-01222018-01-01201810.1155/2018/12540811254081A Robust Watermarking Scheme Based on the Mean Modulation of DWT CoefficientsZied Kricha0Anis Kricha1Anis Sakly2National School of Engineers of Sousse, University of Sousse, Erriadh City, 4023, TunisiaLATIS Lab, National School of Engineers of Sousse, University of Sousse, Erriadh City, 4023, TunisiaESIR Research Unit, National School of Engineers of Monastir, University of Monastir, Ibn El Jazzar Avenue, 5035, TunisiaIn an endeavor to deal with image copyright infringement, robust watermarking approaches are commonly used. However, most of the existing approaches either present a limited robustness or rely on highly computational algorithms, thereby limiting the efficiency of these solutions. In this paper, a novel blind and robust watermarking method is presented. First, the vertical and horizontal subbands coefficients, resulting from the wavelet transformation, are scrambled using a chaotic sequence and then gathered into individual blocks. Next, the mean value of each block is modulated according to watermark bit. At the extraction stage, based on the sign of the blocks’ mean, a blind watermark extractor is suggested. The imperceptibility, security, complexity, and robustness of the proposed approach have been evaluated and compared with state of the art solutions. Experimental results prove that the proposed approach successfully satisfies the watermarking requirement and outperforms existing methods against both geometric and signal processing attacks.http://dx.doi.org/10.1155/2018/1254081
collection DOAJ
language English
format Article
sources DOAJ
author Zied Kricha
Anis Kricha
Anis Sakly
spellingShingle Zied Kricha
Anis Kricha
Anis Sakly
A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
Security and Communication Networks
author_facet Zied Kricha
Anis Kricha
Anis Sakly
author_sort Zied Kricha
title A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
title_short A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
title_full A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
title_fullStr A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
title_full_unstemmed A Robust Watermarking Scheme Based on the Mean Modulation of DWT Coefficients
title_sort robust watermarking scheme based on the mean modulation of dwt coefficients
publisher Hindawi-Wiley
series Security and Communication Networks
issn 1939-0114
1939-0122
publishDate 2018-01-01
description In an endeavor to deal with image copyright infringement, robust watermarking approaches are commonly used. However, most of the existing approaches either present a limited robustness or rely on highly computational algorithms, thereby limiting the efficiency of these solutions. In this paper, a novel blind and robust watermarking method is presented. First, the vertical and horizontal subbands coefficients, resulting from the wavelet transformation, are scrambled using a chaotic sequence and then gathered into individual blocks. Next, the mean value of each block is modulated according to watermark bit. At the extraction stage, based on the sign of the blocks’ mean, a blind watermark extractor is suggested. The imperceptibility, security, complexity, and robustness of the proposed approach have been evaluated and compared with state of the art solutions. Experimental results prove that the proposed approach successfully satisfies the watermarking requirement and outperforms existing methods against both geometric and signal processing attacks.
url http://dx.doi.org/10.1155/2018/1254081
work_keys_str_mv AT ziedkricha arobustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
AT aniskricha arobustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
AT anissakly arobustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
AT ziedkricha robustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
AT aniskricha robustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
AT anissakly robustwatermarkingschemebasedonthemeanmodulationofdwtcoefficients
_version_ 1725172727258546176