基于直方图投影的鲁棒近可逆数据嵌入

Yuan-Liang Tang, Hui-Tzu Huang
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引用次数: 4

摘要

大多数数据嵌入技术的副作用是使原始图像失真。为了克服这一问题,采用可逆数据嵌入,在移除嵌入的数据后恢复原始内容。然而,假设嵌入的图像没有被改变,这种约束有时被认为是不必要的,因为只要图像可以恢复到可接受的水平,就应该允许对嵌入的图像进行适度的改变。这样的推理导致了一种新的技术,称为近可逆数据嵌入,在这种技术中,嵌入的图像可以被操纵,并且可以在一定程度上恢复到非常接近原始图像的程度。本文提出了一种基于投影直方图处理的近可逆数据嵌入算法。实验结果表明,该算法在嵌入容量、图像保真度和对常见图像处理操作的鲁棒性方面表现良好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Robust Near-Reversible Data Embedding Using Histogram Projection
Most data embedding techniques distort the original image as a side effect. To overcome such a problem, reversible data embedding is used to restore the original content after the removal of the embedded data. However, it is assumed that the embedded image is not altered and such a constraint is sometimes considered unnecessary because as long as the image can be restored to an acceptable level, moderate alteration on the embedded image should be allowed. Such a reasoning leads to a new category of techniques called near-reversible data embedding, in which the embedded image is allowed to be manipulated and the image can be restored to some extent that is very close to the original image. In this paper, a novel near-reversible data embedding algorithm is proposed based on projection histogram manipulations. The experimental results demonstrated that proposed algorithm performs very well in terms of embedding capacity, image fidelity, and robustness against common image processing operations.
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