Alghoniemy Masoud, Tewfik Ahmed H
Department of Electrical Engineering, University of Alexandria, Alexandria 21544, Egypt.
IEEE Trans Image Process. 2004 Feb;13(2):145-53. doi: 10.1109/tip.2004.823831.
Surviving geometric attacks in image watermarking is considered to be of great importance. In this paper, the watermark is used in an authentication context. Two solutions are being proposed for such a problem. Both geometric and invariant moments are used in the proposed techniques. An invariant watermark is designed and tested against attacks performed by StirMark using the invariant moments. On the other hand, an image normalization technique is also proposed which creates a normalized environment for watermark embedding and detection. The proposed algorithms have the advantage of being robust, computationally efficient, and no overhead needs to be transmitted to the decoder side. The proposed techniques have proven to be highly robust to all geometric manipulations, filtering, compression and slight cropping which are performed as part of StirMark attacks as well as noise addition, both Gaussian and salt & pepper.
在图像水印中抵御几何攻击被认为非常重要。在本文中,水印用于认证场景。针对此类问题提出了两种解决方案。在所提出的技术中同时使用了几何矩和不变矩。设计了一种不变水印,并使用不变矩针对由StirMark执行的攻击进行测试。另一方面,还提出了一种图像归一化技术,该技术为水印嵌入和检测创建了一个归一化环境。所提出的算法具有鲁棒性强、计算效率高的优点,并且无需向解码器端传输开销。所提出的技术已被证明对所有几何操作、滤波、压缩以及作为StirMark攻击一部分进行的轻微裁剪以及高斯噪声和椒盐噪声的添加都具有高度鲁棒性。