基于BEMD的抗几何攻击鲁棒图像水印算法

D. Minghui, Zhen Jing-bo
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引用次数: 8

摘要

本文提出了一种基于二维经验模态分解(BEMD)的抗几何畸变鲁棒图像水印方法。该方法结合图像理论和人类视觉系统的特点,利用经验模态分解的正交特性对图像进行BEMD变换。将图像分解为一系列包含图像不同频率部分的imf和残差。因此,水印可以自适应地对中频IMF区域的不同位置进行加权。该方法利用了图像BEMD理论的多尺度分析特点和人的视觉特征,在抗剪切攻击方面具有优异的优势。该方法可以在截断图像一半的情况下清晰地显示水印。实验结果表明,该方法对图像剪切具有良好的鲁棒性。所生成的水印具有不可见性,在StirMark测试中表现良好,对几何攻击具有较强的鲁棒性。与其他水印算法相比,该算法具有更强的鲁棒性,特别是对几何失真的抗干扰能力,同时具有良好的频率特性。
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Robust Image Watermarking Algorithm against Geometric Attack Based on BEMD
In this paper, we introduce a robust image watermarking method based on bi-dimensional empirical mode decomposition (BEMD) against geometric distortion. Based on the characteristics of the image theory and human visual system, the proposed method makes use of orthogonal properties of empirical mode decomposition to achieve the BEMD transform on the image. The image is decomposed into a series of IMFs and residue which contain the different frequency parts of the image. So the watermark is adaptively weighed to the different positions of the middle frequency IMF region. The method makes use of the multi-scale analysis characteristics of image BEMD theory and the person’s sense of vision and shows excellent advantage against shearing attack. The method could show the watermark clearly when half of the image has been cut. Experimental results show this method excellent robustness for image shearing. The watermark thus generated is invisible and performs well in StirMark test and is robust to geometrical attacks. Compared with other watermarking algorithms, this algorithm is more robust, especially against geometric distortion, while having excellent frequency properties.
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