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

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.

[1]  Wien Hong,et al.  Adaptive reversible data hiding method based on error energy control and histogram shifting , 2012 .

[2]  Vito Cappellini,et al.  Reversible watermarking for image integrity verification in hierarchical PACS , 2010, MM&Sec '10.

[3]  Tung-Shou Chen,et al.  A local variance-controlled reversible data hiding method using prediction and histogram-shifting , 2010, J. Syst. Softw..

[4]  Fei Peng,et al.  Adaptive reversible data hiding scheme based on integer transform , 2012, Signal Process..

[5]  Kuo-Liang Chung,et al.  Reversible Data Hiding-Based Approach for Intra-Frame Error Concealment in H.264/AVC , 2010, IEEE Transactions on Circuits and Systems for Video Technology.

[6]  Yongjian Hu,et al.  DE-Based Reversible Data Hiding With Improved Overflow Location Map , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[7]  Mehdi Fallahpour,et al.  Reversible image data hiding based on gradient adjusted prediction , 2008, IEICE Electron. Express.

[8]  Chin-Chen Chang,et al.  Reversible Data Hiding Based on Histogram Modification of Pixel Differences , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[9]  Xiao Zeng,et al.  Reversible Image Watermarking Using Interpolation Technique , 2010, IEEE Transactions on Information Forensics and Security.

[10]  Jun Tian,et al.  Reversible data embedding using a difference expansion , 2003, IEEE Trans. Circuits Syst. Video Technol..

[11]  Ton Kalker,et al.  Reversible Image Watermarking Based on Integer-to-Integer Wavelet Transform , 2007, IEEE Transactions on Information Forensics and Security.

[12]  Oscar C. Au,et al.  Enhanced Image Trans-coding Using Reversible Data Hiding , 2007, 2007 IEEE International Symposium on Circuits and Systems.

[13]  Jiwu Huang,et al.  Reversible image watermarking on prediction errors by efficient histogram modification , 2012, Signal Process..

[14]  Tieyong Zeng,et al.  Efficient Reversible Watermarking Based on Adaptive Prediction-Error Expansion and Pixel Selection , 2011, IEEE Transactions on Image Processing.

[15]  Dinu Coltuc,et al.  Low distortion transform for reversible watermarking , 2012, IEEE Transactions on Image Processing.

[16]  Jeffrey J. Rodríguez,et al.  Expansion Embedding Techniques for Reversible Watermarking , 2007, IEEE Transactions on Image Processing.

[17]  Adnan M. Alattar,et al.  > REPLACE THIS LINE WITH YOUR PAPER IDENTIFICATION NUMBER (DOUBLE-CLICK HERE TO EDIT) < Reversible Watermark Using the Difference Expansion of A Generalized Integer Transform , 2022 .

[18]  A. Murat Tekalp,et al.  Lossless generalized-LSB data embedding , 2005, IEEE Transactions on Image Processing.

[19]  Yu-Chen Hu,et al.  Reversible image hiding scheme using predictive coding and histogram shifting , 2009, Signal Process..

[20]  Jessica J. Fridrich,et al.  Lossless Data Embedding—New Paradigm in Digital Watermarking , 2002, EURASIP J. Adv. Signal Process..

[21]  Yao Zhao,et al.  Reversible Watermarking Based on Invariability and Adjustment on Pixel Pairs , 2008, IEEE Signal Processing Letters.

[22]  Dinu Coltuc,et al.  Improved Embedding for Prediction-Based Reversible Watermarking , 2011, IEEE Transactions on Information Forensics and Security.

[23]  Henk J. A. M. Heijmans,et al.  Reversible data embedding into images using wavelet techniques and sorting , 2005, IEEE Transactions on Image Processing.

[24]  Wien Hong,et al.  An Efficient Prediction-and-Shifting Embedding Technique for High Quality Reversible Data Hiding , 2010, EURASIP J. Adv. Signal Process..

[25]  Xiaolong Li,et al.  Efficient Generalized Integer Transform for Reversible Watermarking , 2010, IEEE Signal Processing Letters.

[26]  Chao Wang,et al.  High capacity reversible image watermarking based on integer transform , 2010, 2010 IEEE International Conference on Image Processing.

[27]  Xuelong Li,et al.  Lossless Data Embedding Using Generalized Statistical Quantity Histogram , 2011, IEEE Transactions on Circuits and Systems for Video Technology.

[28]  Yun Q. Shi,et al.  Lossless data hiding: fundamentals, algorithms and applications , 2004, 2004 IEEE International Symposium on Circuits and Systems (IEEE Cat. No.04CH37512).

[29]  Jeho Nam,et al.  Reversible Watermarking Algorithm Using Sorting and Prediction , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

[30]  A. Murat Tekalp,et al.  Reversible data hiding , 2002, Proceedings. International Conference on Image Processing.

[31]  Guillermo Sapiro,et al.  The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS , 2000, IEEE Trans. Image Process..

[32]  Dinu Coltuc,et al.  Very Fast Watermarking by Reversible Contrast Mapping , 2007, IEEE Signal Processing Letters.

[33]  A. Murat Tekalp,et al.  Lossless watermarking for image authentication: a new framework and an implementation , 2006, IEEE Transactions on Image Processing.

[34]  Christian Roux,et al.  Reversible Watermarking for Knowledge Digest Embedding and Reliability Control in Medical Images , 2009, IEEE Transactions on Information Technology in Biomedicine.

[35]  Tung-Shou Chen,et al.  Reversible data hiding for high quality images using modification of prediction errors , 2009, J. Syst. Softw..

[36]  Roberto Caldelli,et al.  Reversible Watermarking Techniques: An Overview and a Classification , 2010, EURASIP J. Inf. Secur..

[37]  Yo-Sung Ho,et al.  Reversiblee Image Authentication Based on Watermarking , 2006, 2006 IEEE International Conference on Multimedia and Expo.