采用 Gerchberg-Saxton 算法和整数小波变换的图像水印方案

IF 1 4区 计算机科学 Q4 ENGINEERING, ELECTRICAL & ELECTRONIC Journal of Electronic Imaging Pub Date : 2024-05-01 DOI:10.1117/1.jei.33.3.033003
Chaoxia Zhang, Kaiqi Liang, Shangzhou Zhang, Zhihao Chen
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引用次数: 0

摘要

图像水印技术在知识产权保护方面发挥着关键作用。除了数字水印,光学水印也被广泛考虑。本文提出了一种基于 Gerchberg-Saxton 算法和整数小波变换(IWT)的图像加密水印方案。该方案利用了 GS 算法独特的相位重构特性,使其能够应对保护过程中各种复杂的局部攻击,有效还原原始图像信息。通过变步长约瑟夫空间加扰和像素值比特处理,实现对位置和数值信息的混淆。利用 IWT 将载波图像分解为不同频率的子带,逐位嵌入秘密图像的所有信息,实现图像信息的隐藏。此外,还结合了 SHA-256 函数、RSA 算法和超混沌系统来生成密码流。实验结果表明,该算法具有良好的不可感知性和安全性,对切割和椒盐噪声攻击具有很强的鲁棒性,能很好地还原图像质量。
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Image watermarking scheme employing Gerchberg–Saxton algorithm and integer wavelet transform
Image watermarking technology plays a key role in the protection of intellectual property rights. In addition to digital watermarking, optical watermarking has also been widely considered. A watermarking scheme based on Gerchberg–Saxton (GS) algorithm and integer wavelet transform (IWT) is proposed for image encryption. The scheme uses the unique phase reconstruction characteristics of GS algorithm, which makes it able to deal with a variety of complex local attacks in the process of protection and effectively restore the original image information. The obfuscation of position and numerical value information is realized by means of variable step Joseph space scrambling and pixel value bit processing. The carrier image is decomposed into subbands with different frequencies using IWT, all the information of the secret image is embedded bit by bit, which realizes the hiding of the image information. In addition, the SHA-256 function, the RSA algorithm, and the hyperchaotic system are combined to generate the cipher stream. The experimental results show that the algorithm has good imperceptibility and security, as well as strong robustness to cutting and salt and pepper noise attacks, and can restore the image quality well.
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来源期刊
Journal of Electronic Imaging
Journal of Electronic Imaging 工程技术-成像科学与照相技术
CiteScore
1.70
自引率
27.30%
发文量
341
审稿时长
4.0 months
期刊介绍: The Journal of Electronic Imaging publishes peer-reviewed papers in all technology areas that make up the field of electronic imaging and are normally considered in the design, engineering, and applications of electronic imaging systems.
期刊最新文献
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