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

被引:259
作者
Li, Xiaolong [1 ]
Zhang, Weiming [2 ]
Gui, Xinlu [1 ]
Yang, Bin [1 ]
机构
[1] Peking Univ, Inst Comp Sci & Technol, Beijing 100871, Peoples R China
[2] Univ Sci & Technol China, Sch Informat Sci & Technol, Hefei 230026, Peoples R China
关键词
Difference-pair-mapping (DPM); histogram modification; reversible data hiding (RDH); two-dimensional difference-histogram; IMAGE WATERMARKING; PREDICTION; EXPANSION; ALGORITHM;
D O I
10.1109/TIFS.2013.2261062
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
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.
引用
收藏
页码:1091 / 1100
页数:10
相关论文
共 39 条
[1]   Reversible watermark using the difference expansion of a generalized integer transform [J].
Alattar, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2004, 13 (08) :1147-1156
[2]  
[Anonymous], SPRINGER LNCS
[3]   Reversible watermarking techniques: An overview and a classification [J].
Caldelli R. ;
Filippini F. ;
Becarelli R. .
EURASIP Journal on Information Security, 2010 (1)
[4]   Lossless generalized-LSB data embedding [J].
Celik, MU ;
Sharma, G ;
Tekalp, AM ;
Saber, E .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (02) :253-266
[5]   Lossless watermarking for image authentication: A new framework and an implementation [J].
Celik, MU ;
Sharma, G ;
Tekalp, AM .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2006, 15 (04) :1042-1049
[6]   Reversible Data Hiding-Based Approach for Intra-Frame Error Concealment in H.264/AVC [J].
Chung, Kuo-Liang ;
Huang, Yong-Huai ;
Chang, Po-Chun ;
Liao, Hong-Yuan Mark .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2010, 20 (11) :1643-1647
[7]   Reversible Watermarking for Knowledge Digest Embedding and Reliability Control in Medical Images [J].
Coatrieux, Gouenou ;
Le Guillou, Clara ;
Cauvin, Jean-Michel ;
Roux, Christian .
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, 2009, 13 (02) :158-165
[8]   Very fast watermarking by reversible contrast mapping [J].
Coltuc, Dinu ;
Chassery, Jean-Marc .
IEEE SIGNAL PROCESSING LETTERS, 2007, 14 (04) :255-258
[9]   Low Distortion Transform for Reversible Watermarking [J].
Coltuc, Dinu .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (01) :412-417
[10]   Improved Embedding for Prediction-Based Reversible Watermarking [J].
Coltuc, Dinu .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2011, 6 (03) :873-882