张明贵,高静.一种抗数字印刷/拍摄的数字水印算法研究及验证[J].包装工程,2022,43(3):274-283.
ZHANG Ming-gui,GAO Jing.Research and Verification of a Digital Watermarking Algorithm Resistant to Digital Printing/Photography[J].Packaging Engineering,2022,43(3):274-283. |
| 一种抗数字印刷/拍摄的数字水印算法研究及验证 |
| Research and Verification of a Digital Watermarking Algorithm Resistant to Digital Printing/Photography |
| 投稿时间：2021-08-18 |
| DOI：10.19554/j.cnki.1001-3563.2022.03.034 |
| 中文关键词: 数字水印 打印拍摄 离散小波变换 奇异值分解 |
| 英文关键词: digital watermarking printing and shooting discrete wavelet transform singular value decomposition |
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| 中文摘要: |
| 目的 数字印刷和手机拍摄是检验含有数字水印的印刷产品版权有效性的主要途径，解决在数字印刷和手机拍摄场景下水印信息难以提取这一问题。方法 提出一种基于离散小波变换和奇异值分解的抗数字印刷/手机拍摄的数字水印算法。首先对宿主图像进行二级离散小波变换，对低频子带进行奇异值分解，将Arnold置乱后的水印嵌入到奇异值分解的对角矩阵中，最后进行小波逆变换得到嵌入水印图像。结果 含水印信息的峰值信噪比(PSNR)达到了39.67，在不同攻击下的归一化相关系数(NC)均在0.89以上，实际的印刷拍摄测试中NC值也均达到0.94，证明该水印算法在保证不可见性的同时对于印刷产品实际应用中的常见攻击具有很好的抵抗能力。结论 对不同品牌的智能手机、印刷设备以及不同种类的纸张采集到的含水印图像进行测试，均能够在印刷和拍摄场景下实现水印提取，证明了该算法的有效性。 |
| 英文摘要: |
| Digital printing and mobile shooting are the main ways to verify the validity of copyright of printed products containing digital watermarks. Therefore, the work aims to solve the problem that it is difficult to extract watermark in digital printing and mobile shooting. A digital watermarking algorithm based on discrete wavelet transform and singular value decomposition to resist digital printing/mobile shooting was proposed. Firstly, the host image was processed by two-stage discrete wavelet transform, and singular value decomposition was performed on the low-frequency sub-bands. The watermark after Arnold was scrambled was embedded into the diagonal matrix of singular value decomposition. Finally, the embedded watermark image was obtained by inverse wavelet transform. The peak signal to noise ratio (PSNR) containing watermark information reached 39.67. The normalized correlation coefficient (NC) under different attacks was above 0.89. The NC value in actual shooting test also reached 0.94, showing that watermark algorithm not only ensured invisibility but also had good resistance to common attacks in practical application of printing products. The watermark images collected from different brands of smart phones, printing devices and different kinds of paper can be extracted in printing and shooting scenes, which proves the effectiveness of the algorithm. |
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