一种抵抗几何攻击的视频低维流形双水印方法

doi:10.3969/j.issn.1001-2400.2011.03.003

Abstract

Abstract:

How to resist geometric attacks is currently the focus and difficulty in video watermarking fields. This paper presents a video dual watermarking method which could effectively resist geometric attacks. The method mines a geometric deformation invariant, namely the low-dimensional manifold of video, and theoretically derives and experimentally demonstrates geometric invariance. First of all, the method generates zero-watermark or dynamic semantics watermark online according to low-dimensional manifolds of different video shots. In order to balance the robustness and transparency, the method embeds watermark in the IF DCT coefficients of AVS predicted residuals with large energy. This paper studies deeply the three-dimensional space-time characteristics of video, effectively quantifies and characterizes video motion information by low-dimensional manifold of video,establishes the human dynamic masking model including movement features, brightness features and texture features, so as to adaptively control watermark embedding strength. Experiments and analysis show that this method can effectively resist center cutting, irregular cutting, row cutting, rotation, scaling, translation and other high intensity geometric attacks and combined attacks, such as rotation and corner cutting, center cutting and rotation, etc. It also has strong robustness to the conventional video signal processing and various video attacks.

Key words: video watermarking, low-dimensional manifold, manifold learning, geometric attack, audio video coding standard (AVS)

CLC Number:

TP391

TONG Ming；XU Ting；ZHANG Jianlong. Video dual watermarking method for resisting geometric attacks based on low-dimensional manifold[J].J4, 2011, 38(3): 13-19.

References

［1］ Kang Xiangui, Huang Jiwu, Zeng Wenjun. Efficient General Print-Scanning Resilient Data Hiding Based on Uniform Log-Polar Mapping ［J］. IEEE Trans on Information Forensics and Security, 2010, 5(1): 1-12.
［2］ Wang Kai, Lavoue G, Denis F, et al. Hierarchical Watermarking of Semiregular Meshes Based on Wavelet Transform ［J］. IEEE Trans on Information Forensics and Security, 2008, 3 (4): 620-634.
［3］ Xiang Shijun, Kim H J, Huang Jiwu. Invariant Image Watermarking Based on Statistical Features in the Low-frequency Domain ［J］. IEEE Trans on Circuits and Systems for Video Technology, 2008, 18(6): 777-790.
［4］ Khelifi F, Jiang Jianmin. Perceptual Image Hashing Based on Virtual Watermark Detection Image Processing ［J］. IEEE Trans on Image Processing, 2010, 19(4): 981-994.
［5］ Licks V, Jordan R. Geometric Attacks on Image Watermarking Systems ［J］. IEEE Multimedia, 2005, 12(3): 68-78.
［6］ Alghoniemy M, Tewfik A H. Progressive Quantized Projection Approach To Data Hiding ［J］. IEEE Trans on Image Processing, 2006, 15(2): 459-472.
［7］ Pereira S, Pun T. Robust Template Matching for Affine Resistant Image Watermarks ［J］. IEEE Trans on Image Processing, 2000, 9(6): 1123-1129.
［8］ Coria L E, Pickering M R, Nasiopoulos P, et al. A Video Watermarking Scheme Based on The Dual-tree Complex Wavelet Transform ［J］. IEEE Trans on Information Forensics and Security, 2008, 3(3): 466-474.
［9］ Niu Xiamu, Schmucker M, Busch C, et al. A Video Watermarking Against Geometrical Distortions ［J］. Chinese Journal of Electronics, 2003, 12(4): 548-552.
［10］同鸣, 闫涛, 姬红兵. 一种抵抗强剪切攻击的鲁棒性数字水印算法［J］. 西安电子科技大学学报, 2009, 36(1): 22-27.
Tong Ming, Yan Tao, Ji Hongbing. Strong Anti-Robust Watermarking Algorithm ［J］. Journal of Xidian University, 2009, 36(1): 22-27.
［11］ Roweis S T, Saul L K. Nonlinear Dimensionality Reduction by Locally Linear Embedding ［J］. Science, 2000(290): 2323-2326.
［12］ Watson A B. Perceptual Optimization of DCT Color Quantization Matrices ［C］//Proceedings of the 1st International Conference on Image Processing. Austin: IEEE, 1994: 100-104.

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Video dual watermarking method for resisting geometric attacks based on low-dimensional manifold

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