Distortion-Free Robust Reversible Watermarking by Modifying and Recording IWT Means of Image Blocks

This paper presents a novel distortion-free robust reversible watermarking scheme by modifying and recording the mean information of the integer wavelet transform (IWT) middle-frequency of the image blocks sized \(8\times 8\). The proposed method utilizes multiple watermarking by embedding the watermark with the robust watermarking method at first and a following reversible watermarking method to embed the mean information used to recover the cover image. The cover image is first divided into non-overlapping blocks sized \(8\times 8\) and applied 5/3 IWT to transform the blocks. One watermark bit is embedding into the HL and LH sub-bands of a block by modifying their mean values. The mean values are calculated by randomly choosing 10 coefficients instead of all the 16 coefficients so that the mean value has one decimal place at most and can be reversibly embedded for the recovery of the original cover image. Experimental results have shown the proposed method is blind, and provides better performance in the invisibility and the robustness against JPEG/JPEG2000 and noise attacks.

[1]  Xuelong Li,et al.  Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking , 2012, IEEE Transactions on Image Processing.

[2]  Bee Ee Khoo,et al.  Robust reversible watermarking scheme based on wavelet-like transform , 2013, 2013 IEEE International Conference on Signal and Image Processing Applications.

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

[4]  Christophe De Vleeschouwer,et al.  Circular interpretation of bijective transformations in lossless watermarking for media asset management , 2003, IEEE Trans. Multim..

[5]  Dinu Coltuc,et al.  Distortion-free robust watermarking: a case study , 2007, Electronic Imaging.

[6]  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).

[7]  Christophe De Vleeschouwer,et al.  Circular interpretation of histogram for reversible watermarking , 2001, 2001 IEEE Fourth Workshop on Multimedia Signal Processing (Cat. No.01TH8564).

[8]  Wei Su,et al.  Robust lossless image data hiding , 2004, 2004 IEEE International Conference on Multimedia and Expo (ICME) (IEEE Cat. No.04TH8763).

[9]  Xuezeng Pan,et al.  A lossless robust data hiding scheme , 2010, Pattern Recognit..

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

[11]  Wei Su,et al.  Robust Lossless Image Data Hiding Designed for Semi-Fragile Image Authentication , 2008, IEEE Transactions on Circuits and Systems for Video Technology.

[12]  Feng Ji,et al.  Robust lossless data hiding: Analysis and evaluation , 2010, 2010 International Conference on High Performance Computing & Simulation.

[13]  Yun Q. Shi,et al.  A Semi-Fragile Lossless Digital Watermarking Scheme Based on Integer Wavelet Transform , 2006, IEEE Transactions on Circuits and Systems for Video Technology.