Fast Quaternion Log-Polar Radial Harmonic Fourier Moments for Color Image Zero-Watermarking

被引:0
作者
Pan-Pan Niu
Li Wang
Fei Wang
Hong-Ying Yang
Xiang-Yang Wang
机构
[1] Liaoning Normal University,School of Computer and Information Technology
来源
Journal of Mathematical Imaging and Vision | 2022年 / 64卷
关键词
Zero-watermarking; Radial harmonic Fourier moments; Fast pseudo-polar Fourier transform; Frequency domain interpolation; Quaternion;
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中图分类号
学科分类号
摘要
As a copyright protection technology, zero-watermarking has received widespread attention in recent years. The zero-watermarking algorithm based on moments has been extensively studied due to its better comprehensive performance and has made great progress. However, three issues of the moments-based zero-watermarking methods should be addressed: first, most of them ignore the analysis and experiment on discriminability, which leads to the high false positive ratio; second, direct computation of the moments from their definition is inefficient, numerically unstable and inaccurate, which severely affects the performances of these moments-based methods; third, most of the algorithms are only suitable for grayscale images, which leads to the limitation of the algorithms in practical applications. In this paper, we present a new color image zero-watermarking using fast quaternion log-polar radial harmonic Fourier moments. This algorithm firstly introduces log-polar coordinates to make traditional RHFMs scale-invariant, secondly improves their speed and accuracy, then introduces the concept of quaternion to make it suitable for color images, and finally applies it to the zero-watermark technology. Theoretical analysis and experimental results show that compared to the existing algorithms, the BER value of the proposed algorithm is 0 under some attacks, which can prove its effectiveness and achieved a good trade-off between discriminability and robustness, and has certain superiority in terms of security, capacity and speed.
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页码:537 / 568
页数:31
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