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- 2017
基于SURF特征区域的鲁棒水印算法
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Abstract:
针对遥感影像的安全保护，提出了一种基于SURF特征区域的鲁棒水印算法。首先在影像中检测SURF特征点，选取鲁棒性强的点构造互不重叠的特征区域并进行归一化处理，进而对归一化的区域实施整数小波变换，根据生成的模板选取相应位置的系数，最后通过量化的方式将水印信息重复嵌入到每个特征区域内。水印的检测可直接在攻击后的影像中进行，无需校正恢复，实现了盲提取。采用边缘像素替换的策略来保证影像的数据精度，不影响遥感影像的使用。实验表明，该算法具有良好的不可见性，且对常规攻击和几何攻击均具有较强的鲁棒性，可有效保护遥感影像的安全
| [1] | Chen Hui, Guo Ke, Zheng Wenfeng. The Research of Digital Watermarking Evaluation Standard for Remote Sensing Image[J].<em>Computing Techniques for Geophysical and Geochemical Exploration</em>, 2008, 30(5): 436-442(陈辉, 郭科, 郑文峰. 数字水印技术应用于遥感图像版权保护的评测标准研究[J]. 物探化探计算技术, 2008, 30(5): 436-442) |
| [2] | Ren Na, Zhu Changqing, Wang Zhiwei. Semi-blind Watermarking Algorithm Resistance on Geometrical Attacks for High-resolution Remote Sensing Image[J].<em>Geomatics and Information Science of Wuhan University</em>, 2011, 36(3): 327-332(任娜, 朱长青, 王志伟. 抗几何变换的高分辨率遥感影像半盲水印算法[J].武汉大学学报·信息科学版, 2011, 36(3): 327-332) |
| [3] | Geng Xun, Gong Zhihui, Zhang Chunmei. A Watermarking Algorithm for Remote Sensing Image Based on HVS and Integer Wavelet Transform[J].<em>Bulletin of Surveying and Mapping</em>, 2007(8): 20-22(耿迅, 龚志辉, 张春美.基于HVS和整数小波变换的遥感图像水印算法[J]. 测绘通报, 2007(8): 20-22) |
| [4] | Zhu Changqing, Ren Na. An Algorithm for Digital Watermark Based on Pseudo-random Sequence and DCT for Remote Sensing Image[J]. <em>Geomatics and Information Science of Wuhan University</em>, 2011, 36(12): 1 427-1 429(朱长青, 任娜. 一种基于伪随机序列和DCT的遥感影像水印算法[J]. 武汉大学学报·信息科学版, 2011, 36(12): 1 427-1 429) |
| [5] | Zhu Peng, Jia Fei, Zhang Junliang. A Copyright Protection Watermarking Algorithm for Remote Sensing Image Based on Binary Image Watermarking[J]. <em>Optik, </em>2013, 124: 4 177-4 181 |
| [6] | Gao Guangda, Ren Na, Wang Yongzhi, et al. Digital Watermarking Algorithm Using Image Relocation and Traversal Detection for Remote Sensing Image[J].<em>Geomatics and Information Science of Wuhan University</em>, 2012, 37(10): 1 229-1 231(高光大, 任娜, 王永志, 等. 利用影像重定位和遍历检测的遥感影像水印算法[J]. 武汉大学学报·信息科学版, 2012, 37(10): 1 229-1 231) |
| [7] | Bay H, Ess A, Tuytelaars T, et al. Speeded-up Robust Features [J]. <em>Computer Vision and Image Understanding</em>, 2008, 110(3):346-259 |
| [8] | Dong P, Brankov J G, Galatsanos N P. Digital Watermarking Robust to Geometric Distortions[J].<em> IEEE Transactions on Image Processing, </em>2005, 14(12): 2 140-2 150 |
| [9] | Seo J S, Yoo C D. Image Watermarking Based on Invariant Regions of Scale-space Representation [J]. <em>IEEE Transactions on Signal Processing</em>, 2006, 54(4): 1 537-1 549 |
| [10] | Yu Yanwei, Ling Hefei, Zou Fuhao, et al. Robust Localized Image Watermarking Based on Invariant Regions [J]. <em>Digital Signal Processing</em>, 2012(22): 170-180 |
| [11] | Li Leida, Guo Baolong. Localized Image Watermarking in Spatial Domain Resistant to Geometric Attacks [J]. <em>International Journal of Electronics and Communications</em>, 2009, 63: 123-131 |
| [12] | Chen C H, Tang Y L, Wang C P, et al. A Robust Watermarking Algorithm Based on Salient Image Features [J]. <em>Optik</em>, 2014,125: 1 134-1 140 |
| [13] | Wang Xiangyang, Niu Panpan, Yang Hongying, et al. Affine Invariant Image Watermarking Using Intensity Probability Density-based Harris Laplace Detector [J]. <em>J Vis Commun Image R, </em>2012(23): 892-907 |
| [14] | Deng Cheng, Li Jie, Gao Xinbo. Geometric Attacks Resistant Image Watermarking in Affine Covariant Regions[J]. <em>Acta Automatica Sinica</em>, 2010, 36(2): 221-228(邓成, 李洁, 高新波. 基于仿射协变区域的抗几何攻击图像水印算法[J]. 自动化学报, 2010, 36(2): 221-228) |
| [15] | Niu Panpan, Wang Xiangyang, Jin Haibo, et al. A Feature-based Robust Digital Image Watermarking Scheme Using Bandelet Transform [J]. <em>Optics & Laser Technology, </em>2011, 43: 437-450 |
| [16] | Li Lili, Sun Jinguang. A Watermarking Scheme for Remote Sensing Images Based on Contourlet Transformation[J]. <em>Computer Applications and Software</em>, 2012, 29(2): 60-63(李丽丽, 孙劲光. 基于Contourlet变换的遥感影像数字水印方案[J]. 计算机应用与软件, 2012, 29(2): 60-63) |
