A Hybrid robust watermarking system based on discrete cosine transform, discrete wavelet transform, and singular value decomposition

被引:71
作者
Begum, Mahbuba [1 ]
Ferdush, Jannatul [2 ]
Uddin, Mohammad Shorif [3 ]
机构
[1] Mawlana Bhashani Sci & Technol Univ, Dept Comp Sci & Engn, Tangail 1902, Bangladesh
[2] Jashore Univ Sci & Technol, Dept Comp Sci & Engn, Jashore 7408, Bangladesh
[3] Jahangirnagar Univ, Dept Comp Sci & Engn, Dhaka 1342, Bangladesh
关键词
DCT; DWT; SVD; Robustness; Arnold Map; INVISIBLE IMAGE WATERMARKING; DIGITAL WATERMARKING; SCHEME; DCT; DWT; SECURE;
D O I
10.1016/j.jksuci.2021.07.012
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Digital data sharing is increased day by day due to the rapid access of the Internet by mass people. Multimedia, for example text, image, video, and audio can be easily accessed by unauthorized users. To ensure multimedia security, researchers are focusing on digital image watermarking. A robust water-marking system must satisfy the basic design requirements like imperceptibility, robustness, security, and payload capacity. Watermarking can be embedded into a host image through different transform operations, such as discrete cosine transform (DCT), discrete wavelet transform (DWT), and singular value decomposition (SVD). However, a single transformation does not ensure all the design require-ments simultaneously. To fill this gap, a hybrid blind digital image watermarking with a combination of DCT, DWT, and SVD is proposed in this paper. At first, the Arnold map is used to encrypt the watermark image. Then DCT is applied to it and to the host image followed by DWT before SVD. After that, the water-marked image is generated by embedding the watermark image into the host image. The performance is evaluated under various attacks and experimental results show that our algorithm ensures improved robustness while preserving high imperceptibility and enhanced security than the state-of-the-art methods.(c) 2021 The Authors. Published by Elsevier B.V. on behalf of King Saud University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:5856 / 5867
页数:12
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