Design of digital watermarking algorithm based on compression sensing

Yichen Wang, Hu Sheng, Jing Li, Jiating Li, Jinxing Liu
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引用次数: 0

Abstract

With the rapid development of multimedia technology and the Internet, the security of multimedia data is facing more and more threats. Digital watermarking technology can effectively solve this problem, and compressed sensing theory is widely used in the field of digital watermarking. As the theoretical basis of the new generation of information processing, this theory can effectively solve the problem of multimedia data being attacked. Based on compressed sensing theory, combined with discrete wavelet transform and SVD decomposition, this research realized the embedding and extraction of watermark in the observation domain after image thinning, and tested different forms of watermark attacks such as salt pepper noise, Gaussian noise and filtering on the watermarked image. The experimental data shows that the PSNR value and NC of the algorithm are in line with expectations, and it has good robustness, transparency, and extraction resistance.
基于压缩感知的数字水印算法设计
随着多媒体技术和互联网的飞速发展,多媒体数据的安全面临越来越多的威胁。数字水印技术可以有效地解决这一问题,压缩感知理论在数字水印领域得到了广泛的应用。该理论作为新一代信息处理的理论基础,可以有效地解决多媒体数据被攻击的问题。基于压缩感知理论,结合离散小波变换和奇异值分解,在图像细化后的观测域中实现水印的嵌入和提取,并对水印图像进行了椒盐噪声、高斯噪声和滤波等不同形式的水印攻击测试。实验数据表明,该算法的PSNR值和NC值符合预期,具有良好的鲁棒性、透明性和抗提取性。
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