Robust Blind Video Watermarking Against Geometric Deformations and Online Video Sharing Platform Processing

稳健性(进化) 计算机科学 数字水印 水印 计算机视觉 人工智能 视频质量 泽尼克多项式 同步(交流) 计算 视频处理 嵌入 算法 频道(广播) 图像(数学) 计算机网络 化学 基因 公制(单位) 波前 经济 物理 光学 生物化学 运营管理
作者
Mingze He,Hongxia Wang,Fei Zhang,Sani M. Abdullahi,Ling Yang
出处
期刊:IEEE Transactions on Dependable and Secure Computing [IEEE Computer Society]
卷期号:20 (6): 4702-4718 被引量:31
标识
DOI:10.1109/tdsc.2022.3232484
摘要

In recent years, online video sharing platforms have been widely available on social networks. To protect copyright and track the origins of these shared videos, some video watermarking methods have been proposed. However, their robustness performance is significantly degraded under geometric deformations, which destroy the synchronization between the watermark embedding and extraction. To this end, we propose a novel robust blind video watermarking scheme by embedding the watermark into low-order recursive Zernike moments. To reduce the time complexity, we give an efficient computation method by exploring the characteristics of video and moments. The moment accuracy is greatly improved due to the introduction of a recursive computation method. Furthermore, we design an optimization strategy to enhance visual quality and reduce distortion drift of watermarked videos by analyzing the radial basis function. The robustness of the proposed scheme is verified by different attacks, including geometric deformations, length-width ratio changes, temporal synchronization attacks, and combined attacks. In practical applications, the proposed scheme effectively resists processing from video sharing platforms and screenshots taken with smartphones and PC monitors. The watermark is extracted without the host video. Experimental results show that our proposed scheme outperforms other state-of-the-art schemes in terms of imperceptibility and robustness.
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