Robust reversible audio watermarking based on high-order difference statistics

Abstract This paper proposes a robust reversible audio watermarking scheme by introducing a high-order difference statistical model. In the proposed scheme, the high-order difference statistical model is constructed to compute a statistical histogram. The histogram can be regarded as a robust feature and shifted for embedding a watermark sequence. Firstly, an original audio file is divided into a number of frames, then a high-order difference statistic in a frame can be calculated to construct a histogram of the high-order difference statistics. With a hiding key, the watermark can be embedded into the audio file by shifting the histogram. In the process of watermark extraction, with the hiding key, the watermark can be correctly extracted from the shifted histogram. Furthermore, by using the inverse operation of histogram shifting, the original audio file can be restored non-destructively. In addition, the watermark can still be correctly extracted from the watermarked audio file that is attacked by some signal processing operations to some extent, such as MP3 compression of 48 Kbps and Gaussian noise of 25 dB. Compared with the existing several robust reversible audio watermarking schemes, the proposed scheme has better performance in audio quality and robustness. Experimental results have shown the effectiveness of the proposed scheme.

[1]  Fei Peng,et al.  Reversible data hiding based on RSBEMD coding and adaptive multi-segment left and right histogram shifting , 2020, Signal Process. Image Commun..

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

[3]  Yao Zhao,et al.  Efficient color image reversible data hiding based on channel-dependent payload partition and adaptive embedding , 2015, Signal Process..

[4]  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.

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

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

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

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

[9]  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.

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

[11]  Yi Wang,et al.  Robust and Reversible Audio Watermarking by Modifying Statistical Features in Time Domain , 2017, Adv. Multim..

[12]  Weiqing Wang,et al.  A high capacity reversible data hiding scheme based on right-left shift , 2018, Signal Process..

[13]  Shijun Xiang Non-Integer Expansion Embedding for Prediction-Based Reversible Watermarking , 2012, Information Hiding.

[14]  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.

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

[16]  Bee Ee Khoo,et al.  Capacity improved robust lossless image watermarking , 2014, IET Image Process..

[17]  Iuon-Chang Lin,et al.  Reversible Watermarking: Current Status and Key Issues , 2006, Int. J. Netw. Secur..

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

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

[20]  Shijun Xiang,et al.  Reversible Data Hiding in Homomorphic Encrypted Domain by Mirroring Ciphertext Group , 2018, IEEE Transactions on Circuits and Systems for Video Technology.

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

[22]  Weiming Zhang,et al.  Minimum Rate Prediction and Optimized Histograms Modification for Reversible Data Hiding , 2015, IEEE Transactions on Information Forensics and Security.

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

[24]  Akira Nishimura Reversible and Robust Audio Watermarking Based on Spread Spectrum and Amplitude Expansion , 2014, IWDW.

[25]  Rangding Wang,et al.  Reversible Data Hiding for Audio Based on Prediction Error Expansion , 2008, 2008 International Conference on Intelligent Information Hiding and Multimedia Signal Processing.

[26]  Junxiang Wang,et al.  A new reversible watermarking scheme using the content-adaptive block size for prediction , 2019, Signal Process..

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

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

[29]  Qingqi Pei,et al.  Independent Embedding Domain Based Two-Stage Robust Reversible Watermarking , 2020, IEEE Transactions on Circuits and Systems for Video Technology.

[30]  Chuan Qin,et al.  Visible watermark removal scheme based on reversible data hiding and image inpainting , 2018, Signal Process. Image Commun..

[31]  Zahid Anwar,et al.  RRW—A Robust and Reversible Watermarking Technique for Relational Data , 2015, IEEE Transactions on Knowledge and Data Engineering.

[32]  Quan Chen,et al.  Reversible Watermarking for Audio Authentication Based on Integer DCT and Expansion Embedding , 2012, IWDW.

[33]  Wei Su,et al.  Reversible data hiding , 2006, IEEE Transactions on Circuits and Systems for Video Technology.

[34]  Weisi Lin,et al.  Reducing location map in prediction-based difference expansion for reversible image data embedding , 2012, Signal Process..

[35]  Yuhua Jiao,et al.  Reversible watermarking for compressed speech , 2008, 2008 Eighth International Conference on Intelligent Systems Design and Applications.

[36]  Xinpeng Zhang,et al.  Reversible data hiding based on reducing invalid shifting of pixels in histogram shifting , 2019, Signal Process..

[37]  Zihao Li,et al.  Reversible audio data hiding algorithm using noncausal prediction of alterable orders , 2017, EURASIP J. Audio Speech Music. Process..

[38]  Akira Nishimura Reversible Audio Data Hiding Using Linear Prediction and Error Expansion , 2011, 2011 Seventh International Conference on Intelligent Information Hiding and Multimedia Signal Processing.