Reversible Image Data Hiding with Contrast Enhancement

In this letter, a novel reversible data hiding (RDH) algorithm is proposed for digital images. Instead of trying to keep the PSNR value high, the proposed algorithm enhances the contrast of a host image to improve its visual quality. The highest two bins in the histogram are selected for data embedding so that histogram equalization can be performed by repeating the process. The side information is embedded along with the message bits into the host image so that the original image is completely recoverable. The proposed algorithm was implemented on two sets of images to demonstrate its efficiency. To our best knowledge, it is the first algorithm that achieves image contrast enhancement by RDH. Furthermore, the evaluation results show that the visual quality can be preserved after a considerable amount of message bits have been embedded into the contrast-enhanced images, even better than three specific MATLAB functions used for image contrast enhancement.

[1]  J. Alex Stark,et al.  Adaptive image contrast enhancement using generalizations of histogram equalization , 2000, IEEE Trans. Image Process..

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

[3]  Jeng-Shyang Pan,et al.  Reversible data hiding based on multilevel histogram modification and sequential recovery , 2011 .

[4]  Xingming Sun,et al.  A Contrast-Sensitive Reversible Visible Image Watermarking Technique , 2009, IEEE Transactions on Circuits and Systems for Video Technology.

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

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

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

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

[9]  Faouzi Kossentini,et al.  The emerging JBIG2 standard , 1998, IEEE Trans. Circuits Syst. Video Technol..

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

[11]  Zhi-Gang Wu,et al.  Comprehensive Evaluation for HE Based Contrast Enhancement Techniques , 2013 .

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