基于截断Weibull-Rayleigh分布的局部QFAPHFMs幅度域彩色图像水印检测。

IF 1.5 3区 物理与天体物理 Q3 OPTICS
Siyu Yang
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引用次数: 0

摘要

设计一种平衡鲁棒性、不可感知性和水印容量的高性能图像水印算法是一个亟待关注的关键问题。提出了一种基于截断威布尔-瑞利(TW-R)分布和四元数快速准确的极调和傅立叶矩(QFAPHFMs)幅度域的彩色图像水印检测算法。首先,我们证明了QFAPHFMs的大小是一种理想的水印载体。其次,采用乘法准则将数字水印嵌入到QFAPHFM的幅值系数中;为了解决观测到的QFAPHFMs量级的重尾现象,我们使用基于TW-R模型的MMLE方法来实现模型参数的精确估计。最后,利用局部最强大决策规则开发了一种盲水印检测器。实验结果表明,在水印容量较大的情况下,该算法仍具有良好的隐蔽性和鲁棒性,在性能上优于现有的先进方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Local QFAPHFMs magnitude domain color image watermark detector based on a truncated Weibull-Rayleigh distribution.

Designing a high-performance image watermarking algorithm that balances robustness, imperceptibility, and watermark capacity is a key issue that urgently needs attention. This paper proposes a color image watermark detection algorithm based on truncated Weibull-Rayleigh (TW-R) distribution and quaternion fast and accurate polar harmonic Fourier moments (QFAPHFMs) magnitude domain. First, we have demonstrated that the magnitude of QFAPHFMs is an ideal watermark carrier. Second, the digital watermark is embedded into the magnitude coefficients of QFAPHFM using multiplication criteria. In order to address the observed heavy tailed phenomenon in the magnitude of QFAPHFMs, we used the MMLE method based on the TW-R model to achieve accurate estimation of model parameters. Finally, a blind watermark detector was developed using the locally most powerful (LMP) decision rule. The experimental results show that even with a large watermark capacity, the proposed algorithm exhibits excellent imperceptibility and robustness, surpassing the existing advanced methods in terms of performance.

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来源期刊
CiteScore
3.40
自引率
10.50%
发文量
417
审稿时长
3 months
期刊介绍: The Journal of the Optical Society of America A (JOSA A) is devoted to developments in any field of classical optics, image science, and vision. JOSA A includes original peer-reviewed papers on such topics as: * Atmospheric optics * Clinical vision * Coherence and Statistical Optics * Color * Diffraction and gratings * Image processing * Machine vision * Physiological optics * Polarization * Scattering * Signal processing * Thin films * Visual optics Also: j opt soc am a.
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