Title :
A Novel Reversible Data Hiding Scheme Based on Two-Dimensional Difference-Histogram Modification
Author :
Xiaolong Li ; Weiming Zhang ; Xinlu Gui ; Bin Yang
Author_Institution :
Inst. of Comput. Sci. & Technol., Peking Univ., Beijing, China
Abstract :
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.
Keywords :
data encapsulation; image coding; 1D prediction-error-histogram-based RDH method; 2D difference-histogram modification; RDH scheme; difference-pair-mapping; embedding performance; expansion embedding; image redundancy; injective mapping; pixel-pair-selection strategy; reversible data embedding; reversible data hiding scheme; shifting technique; smooth image region; Context; Correlation; Data mining; Histograms; Image quality; Noise measurement; Redundancy; Difference-pair-mapping (DPM); histogram modification; reversible data hiding (RDH); two-dimensional difference-histogram;
Journal_Title :
Information Forensics and Security, IEEE Transactions on
DOI :
10.1109/TIFS.2013.2261062