4.5 Article

An intelligent and blind dual color image watermarking for authentication and copyright protection

期刊

APPLIED INTELLIGENCE
卷 51, 期 3, 页码 1701-1732

出版社

SPRINGER
DOI: 10.1007/s10489-020-01903-0

关键词

Digital image watermarking; Discrete wavelet transform (DWT); Human visual system (HVS); Singular values decomposition (SVD); Particle swarm optimization (PSO)

资金

  1. National Science Foundation of China [61272420, 61472189]

向作者/读者索取更多资源

This paper proposes a blind dual watermarking scheme for color images, embedding a robust watermark for copyright protection and a fragile watermark for image authentication, providing a suitable mechanism to protect the authenticity and value of original color images. The proposed scheme demonstrates superior outcomes in terms of high robustness, imperceptibility, capacity, and accuracy in locating tampered areas of images in experimental and comparative results.
In this paper, a blind dual watermarking scheme for color images is proposed by embedding an invisible robust watermark to protect copyright, as well as a fragile watermark is embedded for image authentication. For the purpose of copyright protection, the robust watermark is embedded into the blue channel of RGB color space based on DWT, HVS and SVD domains using a specialized PSO optimization to balance the trade-off between robustness and imperceptibility. In addition, the robust watermarking capacity in SVD is doubled by inserting two robust watermark bits into each selected blocks and the robust watermark can be extracted blindly. For the purpose of authentication, a fragile watermark is embedded into all channels of RGB color space using a new way to manipulate the diagonal singular values. The authenticity of a suspected image can be verified in the absence of original watermark and host images. The combination of robust and fragile watermarking in the proposed scheme provides a suitable mechanism to protect valuable and original color images. According to the experimental and comparative results, the proposed scheme provides superior outcomes with high robustness, imperceptibility, and capacity along with a good accuracy rate in locating the tampered area of an image.

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