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A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification

机译:基于二维差分直方图修正的可逆数据隐藏新方案

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摘要

In this paper, based on two-dimensional difference- histogram modification, a novel reversible data hiding (RDH) scheme is proposed by using difference-pair-mapping (DPM). First, by considering each pixel-pair and its context, a sequence consisting of pairs of difference values is computed. Then, a two-dimensional difference-histogram is generated by counting the frequency of the resulting difference-pairs. Finally, reversible data embedding is implemented according to a specifically designed DPM. Here, the DPM is an injective mapping defined on difference-pairs. It is a natural extension of expansion embedding and shifting techniques used in current histogram-based RDH methods. By the proposed approach, compared with the conventional one-dimensional difference-histogram and one-dimensional prediction-error-histogram-based RDH methods, the image redundancy can be better exploited and an improved embedding performance is achieved. Moreover, a pixel-pair-selection strategy is also adopted to priorly use the pixel-pairs located in smooth image regions to embed data. This can further enhance the embedding performance. Experimental results demonstrate that the proposed scheme outperforms some state-of-the-art RDH works.
机译:本文基于二维差分直方图修改,提出了一种新的可逆数据隐藏(RDH)方案,即使用差分对映射(DPM)。首先,通过考虑每个像素对及其上下文,计算由差值对组成的序列。然后,通过对所得差分对的频率进行计数来生成二维差分直方图。最后,根据专门设计的DPM实施可逆数据嵌入。在此,DPM是在差异对上定义的内射映射。它是当前基于直方图的RDH方法中使用的扩展嵌入和移位技术的自然扩展。与传统的基于一维差分直方图和基于一维预测误差直方图的RDH方法相比,该方法可以更好地利用图像冗余,并提高了嵌入性能。此外,还采用像素对选择策略来预先使用位于平滑图像区域中的像素对来嵌入数据。这可以进一步提高嵌入性能。实验结果表明,该方案优于一些最新的RDH工作。

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