基于DWT的篡改图像认证和自恢复水印算法

Javier Molina-Garcia, R. Reyes-Reyes, V. Ponomaryov, Clara Cruz-Ramos
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引用次数: 20

摘要

如今,数字图像的使用在世界范围内是一种普遍的做法,它们被用于社会、商业或法律目的等;因此,检测这类内容中的恶意更改非常重要,以避免可能的社会、法律或个人损害。目前有各种建议的技术来解决这个问题。然而,这些建议大多只能保护数字图像中感兴趣的区域,即使使用这些方法,对某些不受保护的区域进行更改也是可行的。为此,本文提出了一种数字图像水印算法,该算法分为两个阶段;一是对采用小波变换、半调和QIM方法处理的数字图像进行保护;第二部分通过IDWT、逆半调和中值滤波对篡改区域进行认证、检测和自恢复。实验结果证明了该算法的有效性,即使使用质量因子QF=75对水印图像进行JPEG压缩,也能在自恢复图像中获得35 dB的平均PSNR值。
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Watermarking algorithm for authentication and self-recovery of tampered images using DWT
Nowadays the use of digital images is a common practice worldwide, they are used for social, commercial or legal purposes among others; therefore it is important to detect malicious alterations in this type of content, to avoid possible social, legal or personal damages. Currently there are various proposed techniques to solve this problem. However, most of these proposals can only protect a region of interest within digital image, making feasible even with these methods, the alteration of certain regions that are not protected. Therefore, this paper proposes a digital image watermarking algorithm, which consists of two stages; the first one is to protect the digital image that is performed by Daubechies DWT, halftoning and QIM methods; the second one is used for authentication, detection and self-recovery of tampered regions, through IDWT, inverse halftoning and median filtering. Experimental results have demonstrated the effectiveness of the proposed algorithm, obtaining average PSNR values of 35 dB in the self-recovery image, even if the watermarked image was subjected to a JPEG compression using a quality factor QF=75.
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