Robust reversible audio watermarking based on high-order difference statistic

被引:28
作者
Liang, Xingyuan [1 ]
Xiang, Shijun [1 ]
机构
[1] Jinan Univ, Sch Informat Sci & Technol, Guangzhou 510632, Peoples R China
基金
中国国家自然科学基金;
关键词
Reversible watermarking; Robust reversible watermarking; High-order difference statistic; Histogram shifting; MP3; Compression; PREDICTION;
D O I
10.1016/j.sigpro.2020.107584
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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. (C) 2020 Elsevier B.V. All rights reserved.
引用
收藏
页数:12
相关论文
共 38 条
[1]   Robust Reversible Watermarking via Clustering and Enhanced Pixel-Wise Masking [J].
An, Lingling ;
Gao, Xinbo ;
Li, Xuelong ;
Tao, Dacheng ;
Deng, Cheng ;
Li, Jie .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (08) :3598-3611
[2]   Lossless generalized-LSB data embedding [J].
Celik, MU ;
Sharma, G ;
Tekalp, AM ;
Saber, E .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2005, 14 (02) :253-266
[3]  
Chen Q., 2012, INT WORKSH DIG WAT, P395
[4]  
Coltuc D., 2007, SPIE SECURITY STEGAN, V6505, P588
[5]   Low Distortion Transform for Reversible Watermarking [J].
Coltuc, Dinu .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2012, 21 (01) :412-417
[6]   Circular interpretation of bijective transformations in lossless watermarking for media asset management [J].
De Vleeschouwer, C ;
Delaigle, JF ;
Macq, B .
IEEE TRANSACTIONS ON MULTIMEDIA, 2003, 5 (01) :97-105
[7]  
Feng J.B., 2006, IJ Network Security, V2, P161
[8]   Lossless data embedding - New paradigm in digital watermarking [J].
Fridrich, J ;
Goljan, M ;
Du, R .
EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING, 2002, 2002 (02) :185-196
[9]   Reversible data hiding for high quality images using modification of prediction errors [J].
Hong, Wien ;
Chen, Tung-Shou ;
Shiu, Chih-Wei .
JOURNAL OF SYSTEMS AND SOFTWARE, 2009, 82 (11) :1833-1842
[10]   Minimum Rate Prediction and Optimized Histograms Modification for Reversible Data Hiding [J].
Hu, Xiaocheng ;
Zhang, Weiming ;
Li, Xiaolong ;
Yu, Nenghai .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2015, 10 (03) :653-664