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An improved reversible watermarking scheme using embedding optimization and quaternion moments

Authors :
Mohamed Amine Tahiri
Hicham Karmouni
Mhamed Sayyouri
Hassan Qjidaa
Musheer Ahmad
Mohamed Hammad
Paweł Pławiak
Osama Alfarraj
Ahmed A. Abd El-Latif
Source :
Scientific Reports, Vol 14, Iss 1, Pp 1-29 (2024)
Publication Year :
2024
Publisher :
Nature Portfolio, 2024.

Abstract

Abstract Digital watermarking of images is an essential method for copyright protection and image security. This paper presents an innovative, robust watermarking system for color images based on moment and wavelet transformations, algebraic decompositions, and chaotic systems. First, we extended classical Charlier moments to quaternary Charlier moments (QCM) using quaternion algebra. This approach eliminates the need to decompose color images before applying the discrete wavelet transform (DWT), reducing the computational load. Next, we decompose the resulting DWT matrix using QR and singular value decomposition (SVD). To enhance the system's security and robustness, we introduce a modified version of Henon's 2D chaotic map. Finally, we integrate the arithmetic optimization algorithm to ensure dynamic and adaptive watermark insertion. Our experimental results demonstrate that our approach outperforms current color image watermarking methods in security, storage capacity, and resistance to various attacks, while maintaining a high level of invisibility.

Details

Language :
English
ISSN :
20452322
Volume :
14
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Scientific Reports
Publication Type :
Academic Journal
Accession number :
edsdoj.12d8b2a3d5c84e378e0641938717b583
Document Type :
article
Full Text :
https://doi.org/10.1038/s41598-024-69511-3