是否存在一种可以抵抗图像操纵的数字图像隐写算法?

发布于 2024-08-12 09:34:31 字数 163 浏览 4 评论 0原文

我想知道 - 是否有一种针对数字图像的隐写解决方案可以抵抗图像操作?我所说的“操作”是指最标准的操作 - 重新压缩 JPEG(甚至完全更改文件格式)、裁剪和缩放。这种方法的应用自然是为了图像版权的保护。

我完全理解,图像被操纵的越多,隐写水印完好无损的机会就越少,但至少有一定程度的抵抗力会很好。

I'm wondering - is there a steganography solution for digital images which is resistant to image manipulations? With "manipulations" I mean the most standard operations - recompressing JPEGs (or even changing file formats entirely), cropping and scaling. The application of this method would naturally be for image copyright protection.

I fully understand that the more image is manipulated the less are the chances that the steganographic watermark is intact, but at least some degree of resistance would be nice.

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一影成城 2024-08-19 09:34:31

在我看来,这只是猫捉老鼠游戏中的又一举动,但你在这里:

http://scien.stanford.edu/class/ee368/projects2000/project5/default.htm

从结论中:

“水印嵌入总是存在权衡。通过该权衡,我们水印的鲁棒性与图像的退化之间的平均权衡 在某些时候,水印的强度将导致图像退化到一个点,这取决于

用于水印的技术,无论是在空间上 。或频域,加水印的图像总体上表现出对同一域的攻击的鲁棒性和对相反域的攻击的弱点,Nakamura 在他的工作中提到了这些结果,并得出结论,没有任何方法在该域中是鲁棒的。这两个领域,并且应用混合水印方案将会产生更糟糕的结果。”

It seems to me, that this is just another move in the cat and mouse game, but here you are:

http://scien.stanford.edu/class/ee368/projects2000/project5/default.htm

From the conclusions:

"There will always be a tradeoff in watermark embedding. By which we mean tradeoff between robustness of the watermark verses the degradation of the image. At some point the strength of the watermark will cause the image to be degraded to a point, which will not be acceptable.

Depending on the technique used for watermarking, whether in spatial or frequency domain, the watermarked image showed, in general, robustness to the attacks of the same domain and weakness to the attacks in the opposite domain. Nakamura mentions these results in his work, and concludes that there is no method that will be robust in both domains, and that applying hybrid watermarking schemes will have worse results."

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