Abstract
There are a lot of reversible watermarking (RW) methods have been proposed to losslessly embed watermarks. However, the embedding process of reversible watermarks is fragile, i.e., the hiding data can not resist any attacks. To the end, the robust reversible watermarking (RRW) algorithms are proposed, which enable the embedded information can resist incidental alteration. Generalized histogram shifting (GHS) is a mainstream algorithm of RRW, which extends the traditional histogram shifting (HS) by shifting extra space. However, a non-synchronous problem may be generated under some attacks due to the shifting bins are misjudged as embedding bins, which results watermarks are meaningless. In this work, we propose a RRW global embedding scheme to deal with this problem. Specifically, the shifted bins in GHS are further extended to embed data, which ensures that all blocks in the image are embedded information. As a result, the non-synchronous problem can be solved by our method. Experiment results show that the proposed method outperforms some other state of the art works.
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References
Alattar AM (2004) Reversible watermark using the difference expansion of a generalized integer transform. IEEE Trans Image Process 13(8):1147–1156
An L, Gao X, Yuan Y, Tao D, Li X (2011) Lossless data embedding using generalized statistical quantity histogram. IEEE Trans Circ Syst Video Technol 21(8):1061–1070
Bender W, Gruhl D, Morimoto N, Lu A (1996) Techniques for data hiding. IBM Systems Journal 35(3.4):313–336
Celik MU, Sharma G, Tekalp AM, Saber E (2005) Lossless generalized-LSB data embedding. IEEE Trans Image Process 14(2):253–266
Celik MU, Sharma G, Tekalp AM (2006) Lossless watermarking for image authentication: a new framework and an implementation. IEEE Trans Image Process 15(4):1042–1049
Coltuc D, Chassery J (2007) Very fast watermarking by reversible contrast mapping. IEEE Signal Process Lett 14(4):255–258
Coltuc D, Chassery JM (2007) Distortion-free robust watermarking: a case study. In: Proceedings SPIE 6505, Security, Steganography and Watermarking of Multimedia Contents IX
Coltuc D (2007) Towards distortion-free robust image authentication in Journal of Physics: Conference Series, vol 77
De Vleeschouwer C, Delaigle J. -, Macq B (2003) Circular interpretation of bijective transformations in lossless watermarking for media asset management. IEEE Trans Multimed 5(1):97–105
Fridrich J, Goljan M, Rui D (2001) Invertible authentication. In: Proceedings of SPIE - the international society for optical engineering 4314
Goljan M, Fridrich JJ, Du R (2001) Distortion-free data embedding for images. Lect Note Comput Sci 2137:27–41
Hu Y, Lee H, Li J (2009) DE-based reversible data hiding with improved overflow location map. IEEE Trans Circ Syst Video Technol 19(2):250–260
Hong W, Chen T-S, Shiu C-W (2009) Reversible data hiding for high quality images using modification of prediction errors. J Syst Softw 82 (11):1833–1842
Hwang J, Kim J, Choi J (2006) A reversible watermarking based on histogram shifting. Lect Note Comput Sci 4283:348–361
Kamstra L, Heijmans HJAM (2005) Reversible data embedding into images using wavelet techniques and sorting. IEEE Trans Image Process 14 (12):2082–2090
Kim HJ, Sachnev V, Shi YQ, Nam J, Choo H (2008) A novel difference expansion transform for reversible data embedding. IEEE Trans Inform Forens Secur 3(3):456–465
Koch E, Zhao J (1995) Towards robust and hidden image copyright labeling. Proc IEEE Workshop Nonlinear Signal 2:452–455
Lee Sk, Suh Yh, Ho Y-s (2006) Reversible image authentication based on watermarking. In: 2006 IEEE international conference on multimedia and expo, pp 1321–1324
Li X, Zhang W, Gui X, Yang B (2015) Efficient reversible data hiding based on multiple histograms modification. IEEE Trans Inform Forens Secur 10 (9):2016–2027
Li X, Yang B, Zeng T (2011) Efficient reversible watermarking based on adaptive prediction-error expansion and pixel selection. IEEE Trans Image Process 20(12):3524–3533
Ma YJ, Zhu YS, Liu XY (2016) A novel reversible watermarking scheme for relational databases protection based on histogram shifting. J Inform Hiding Multimed Signal Process 7(2):266–276
Ni Z, Shi Y-Q, Ansari N, Wei S (2006) Reversible data hiding. IEEE Trans Circ Syst Video Technol 16(3):354–362
Ni Z, Shi YQ, Ansari N, Su W, Sun Q, Lin X (2008) Robust lossless image data hiding designed for semi-fragile image authentication. IEEE Trans Circ Syst Video Technol 18(4):497–509
Ou B, Li X, Zhao Y, Ni R, Shi Y (2013) Pairwise prediction-error expansion for efficient reversible data hiding. IEEE Trans Image Process 22(12):5010–5021
Sachnev V, Kim HJ, Nam J, Suresh S, Shi YQ (2009) Reversible watermarking algorithm using sorting and prediction. IEEE Trans Circ Syst Video Technol 19(7):989–999
Suryavanshi HE, Mishra A, Sahu SK, Mali ML (2014) Wavelet-based watermarking for copy rights protection. In: International conference on information communication and embedded systems (ICICES2014), pp 1–4
Tian J (2003) Reversible data embedding using a difference expansion. IEEE Trans on Circ Syst Video Technol 13(8):890–896
Thodi DM, Rodriguez JJ (2004) Prediction-error based reversible watermarking. In: International conference on image processing, 2004. ICIP ’04, pp 1549–1552 vol 3
Wang X, Li X, Yang B, Guo Z (2010) Efficient generalized integer transform for reversible watermarking. IEEE Signal Process Lett 17(6):567–570
Weng S, Pan J-S, Gao X (2012) Reversible watermark combining pre-processing operation and histogram shifting. J Inform Hiding Multimed Signal Process 3:320–326
Xuan G, Chen J, Zhu J, Shi YQ, Ni Zhicheng, Wei S u (2002) Lossless data hiding based on integer wavelet transform. In: 2002 IEEE workshop on multimedia signal processing, pp 312–315
Zeng XT, Ping LD, Pan XZ (2010) A lossless robust data hiding scheme. Pattern Recogn 43:1656–1667
Zou D, Shi YQ, Ni Z (2004) A semi-fragile lossless digital watermarking scheme based on integer wavelet transform. In: IEEE 6th Workshop on Multimedia Signal Processing, 2004, pp 195–1098
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Li, Q., Wang, X. & Pei, Q. A robust reversible watermarking scheme overcomes the misalignment problem of generalized histogram shifting. Multimed Tools Appl 82, 7207–7227 (2023). https://doi.org/10.1007/s11042-022-13611-7
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DOI: https://doi.org/10.1007/s11042-022-13611-7