用于数字图像认证的空间纹理分析/水印联合系统

Musab Ghadi, L. Laouamer, Laurent Nana, A. Pascu
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引用次数: 3

摘要

水印系统通过确认图像的真实性来确保在公共网络上传输的图像的可靠性。主机图像的纹理特性是可以用来设计图像认证系统的最有趣的特性之一。纹理属性的重要性来自于人类视觉系统(HVS)的原理,其中修改宿主图像中高度纹理区域的空间像素增加了对不同图像处理攻击的不可感知性和鲁棒性。文献中已知的许多有效特征被用来定义主图像的纹理属性,但它们都是无形的。本文提出的模型通过多准则决策(Multi-Criteria Decision Making, MCDM)方法中的一种来解决这种无形性,在主图像中定义高度纹理化的块来保存秘密数据。该模型在灰度图像上进行了测试,实验结果表明,该模型对不同的奇异攻击和混合攻击具有较高的不可感知性和鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A joint spatial texture analysis/watermarking system for digital image authentication
A watermarking system ensures the reliability of images transmitted over public networks by asserting their authenticity. The texture property of host image is one of the most interesting characteristics that can be exploited to design image authentication systems. The importance of texture property emerged from the principles of Human Visual System (HVS), where modifying the spatial pixels of highly textured regions within host image increases the imperceptibility and the robustness against different image processing attacks. Many efficient features known in the literature are used to define the texture property of host image, but all of them are intangible. The model proposed in this paper suggests to solve this intangibility by applying one of Multi-Criteria Decision Making (MCDM) methods, in order to define highly textured blocks within host image to hold the secret data. The proposed model has been tested on grayscale image and the experiments result shows high level of imperceptibility and robustness against different singular and hybrid attacks.
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