A robust digital audio watermarking scheme based on DWT and Schur decomposition

被引:1
作者
Huda Karajeh
Tahani Khatib
Lama Rajab
Mahmoud Maqableh
机构
[1] University of Jordan,King Abdullah II School for Information Technology
[2] The University of Jordan,Management Information Systems Department, School of Business
来源
Multimedia Tools and Applications | 2019年 / 78卷
关键词
Audio watermarking; Discrete wavelet transform; Schur decomposition; Copyright protection;
D O I
暂无
中图分类号
学科分类号
摘要
The vulnerability of digital audio signals for different types of risks requires an imperceptible and robust digital audio watermarking scheme. In this research, we propose creating one such imperceptible and robust hybrid watermarking scheme based on a discrete wavelet transform (DWT) and Schur decomposition hybrid method. The proposed scheme embeds the foreground bits of the watermarking image into the least significant bit of the diagonal coefficients of the triangular matrix S generated from Schur decomposition. Schur decomposition is applied on the second sub-band HL2 generated from applying a second-level 2D-Haar DWT on the first channel of the original audio signal. We analyze the proposed digital audio watermarking scheme’s performance in terms of signal to noise ratio (SNR), objective difference grades (ODG), and subjective difference grades (SDG) that resulting 81.43, 4.78 and 0.184, respectively. The resulting of payload capacity, NC, and BER are as high as 319.29 bps, 0.9911, and 0.0135, respectively. Experimental results confirm that the proposed scheme is inaudible and robust against common types of attacks such as Gaussian noise, re-quantization, re-sampling, low-pass filter, high-pass filter, echo, MP3 compression, and cropping. In comparison with state-of-the-art audio watermarking schemes, the proposed scheme’s performance is superior in term of imperceptibility, robustness, and data payload size.
引用
收藏
页码:18395 / 18418
页数:23
相关论文
共 116 条
[1]  
Abd El-Samie FE(2009)An efficient singular value decomposition algorithm for digital audio watermarking Int J Speech Technol 12 27-45
[2]  
Al-Haj A(2014)An imperceptible and robust audio watermarking algorithm EURASIP J Audio, Speech, Music Proc 2014 1-12
[3]  
Al-Haj A(2014)A dual transform audio watermarking algorithm Multimed Tools Appl 73 1897-1912
[4]  
Bassia P(2001)Robust audio watermarking in the time domain IEEE Trans Multimed 3 232-241
[5]  
Pitas I(2010)An adaptive audio watermarking based on the singular value decomposition in the wavelet domain Digit Sign Proc 20 1547-1558
[6]  
Nikolaidis N(2011)An audio watermarking scheme using singular value decomposition and dither-modulation quantization Multimed Tools Appl 52 369-383
[7]  
Bhat V(2014)A new DCT audio watermarking scheme based on preliminary MP3 study Multimed Tools Appl 70 1521-1557
[8]  
Sengupta KI(2014)DCT and DWT based robust audio watermarking scheme for copyright protection J Korea Inst Sign Proc Syst 15 1-9
[9]  
Das A(2017)Blind audio watermarking in transform domain based on singular value decomposition and exponential-log operations Radioengineering 26 552-561
[10]  
Bhat V(2017)Full band watermarking in DCT domain with Weibull model Multimed Tools Appl 76 1983-2000