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A Novel Secure Image Hashing Based on Reversible Watermarking for Forensic Analysis

机译:一种新颖的基于可逆水印的安全图像哈希技术

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摘要

Nowadays, digital images and videos have become increasingly popular over the Internet and bring great social impact to a wide audience. In the meanwhile, technology advancement allows people to easily alter the content of digital multimedia and brings serious concern on the trustworthiness of online multimedia information. In this paper, we propose a new framework for multimedia forensics by using compact side information based on reversible watermarking to reconstruct the processing history of a multimedia data. Particularly, we focus on a secure reversible watermarking to make the image hash more secure and robust. Moreover, we introduce an algorithm based on Radon transform and scale space theory to effectively estimate the parameters of geometric transforms and to detect local tampering. The experimental results show that the quality of the embedded image is very high and the positions of the tampered parts are identified correctly.
机译:如今,数字图像和视频在Internet上变得越来越流行,并为广大受众带来了巨大的社会影响。同时,技术的进步使人们可以轻松地改变数字多媒体的内容,并严重关注在线多媒体信息的可信赖性。在本文中,我们通过使用基于可逆水印的紧凑辅助信息来重构多媒体数据的处理历史,提出了一种新的多媒体取证框架。特别是,我们专注于安全的可逆水印,以使图像哈希更加安全和健壮。此外,我们引入了一种基于Radon变换和尺度空间理论的算法,可以有效地估计几何变换的参数并检测局部篡改。实验结果表明,嵌入图像的质量非常高,篡改部分的位置被正确识别。

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