基于四元数DFrAT和遗传算法的超混沌加密鲁棒双色图像水印方案

IF 0.7 4区 物理与天体物理 Q4 OPTICS
Optica Applicata Pub Date : 2023-01-01 DOI:10.37190/oa230208
Hui-Xin Luo, Li-Hua Gong, Su-Hua Chen
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引用次数: 0

摘要

设计了一种基于四元数离散分数阶角变换和遗传算法的鲁棒双色图像水印算法。为了保证水印的安全性,对原始彩色水印图像进行了四维超混沌系统加密。对原始彩色封面图像进行离散小波变换、分块分割和离散余弦变换,得到一个纯四元数矩阵。采用QDFrAT对四元数矩阵进行运算,以最优变换角度和分数阶来提高水印方案的鲁棒性和安全性。然后通过四元数奇异值分解(QSVD)得到奇异值矩阵,进一步提高方案的稳定性。对加密水印进行了DWT和QSVD处理。然后,通过最优比例因子将加密水印的奇异值矩阵嵌入到主图像的奇异值矩阵中。此外,利用遗传算法优化了不可感知性和鲁棒性之间的平衡值。实验结果表明,所提出的彩色图像水印方案具有较好的隐蔽性、安全性、鲁棒性和嵌入能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust dual color images watermarking scheme with hyperchaotic encryption based on quaternion DFrAT and genetic algorithm
A robust dual color images watermarking algorithm is designed based on quaternion discrete fractional angular transform (QDFrAT) and genetic algorithm. To guarantee the watermark security, the original color watermark image is encrypted with a 4D hyperchaotic system. A pure quaternion matrix is acquired by performing the discrete wavelet transform (DWT), the block division and the discrete cosine transform on the original color cover image. The quaternion matrix is operated by the QDFrAT to improve the robustness and the security of the watermarking scheme with the optimal transform angle and the fractional order. Then the singular value matrix is obtained by the quaternion singular value decomposition (QSVD) to further enhance the scheme’s stability. The encryption watermark is also processed by DWT and QSVD. Afterward, the singular value matrix of the encryption watermark is embedded into the singular value matrix of the host image by the optimal scaling factor. Moreover, the values to balance imperceptibility and robustness are optimized with a genetic algorithm. It is shown that the proposed color image watermarking scheme performs well in imperceptibility, security, robustness and embedding capacity.
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来源期刊
Optica Applicata
Optica Applicata 物理-光学
CiteScore
1.00
自引率
16.70%
发文量
21
审稿时长
4 months
期刊介绍: Acoustooptics, atmospheric and ocean optics, atomic and molecular optics, coherence and statistical optics, biooptics, colorimetry, diffraction and gratings, ellipsometry and polarimetry, fiber optics and optical communication, Fourier optics, holography, integrated optics, lasers and their applications, light detectors, light and electron beams, light sources, liquid crystals, medical optics, metamaterials, microoptics, nonlinear optics, optical and electron microscopy, optical computing, optical design and fabrication, optical imaging, optical instrumentation, optical materials, optical measurements, optical modulation, optical properties of solids and thin films, optical sensing, optical systems and their elements, optical trapping, optometry, photoelasticity, photonic crystals, photonic crystal fibers, photonic devices, physical optics, quantum optics, slow and fast light, spectroscopy, storage and processing of optical information, ultrafast optics.
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