A novel audio watermarking scheme based on fuzzy inference system in DCT domain

被引:14
|
作者
Mosleh, Mahdi [1 ]
Setayeshi, Saeed [1 ,2 ]
Barekatain, Behrang [1 ,3 ]
Mosleh, Mohammad [1 ,4 ]
机构
[1] Islamic Azad Univ, NajafAbad Branch, Fac Comp Engn, Najafabad, Iran
[2] Amirkabir Univ Technol, Fac Energy Engn & Phys, Tehran, Iran
[3] Islamic Azad Univ, NajafAbad Branch, Big Data Res Ctr, Najafabad, Iran
[4] Islamic Azad Univ, Dezful Branch, Dept Comp Engn, Dezful, Iran
关键词
Copyright protection; Audio watermarking; High capacity; Fuzzy inference system; Singular value decomposition;
D O I
10.1007/s11042-021-10686-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Digital watermarking technology provides an effective potential solution to copyright protection and authentication of digital media. In this article, a new design of audio watermarking is introduced which is able to make compromise between transparency, robustness, and capacity by means of the synergy between fuzzy inference system, Singular Value Decomposition (SVD), and Fibonacci's sequence in Discrete Cosine Transform (DCT). In the embedding phase, the proposed method, first of all, finds proper segments for inserting watermark data by helping fuzzy inference system with energy, zero-crossing rate (ZCR), and music edge features. Then, the watermark bits are embedded in the suitable segments based on collaboration of SVD technique and Fibonacci sequence in DCT domain. The proposed watermark extraction is performed in blind manner. The results on five Blues, Electronic, Classic, Jazz and Rock audio files show that the proposed method has high transparency (in average SNR = 49.80 dB) with payload of 598.34 bps. Moreover, robustness tests against Stirmark attacks show that the average of error rate is 1.3644, which means the proposed scheme has high stability in the digital signal processing attacks.
引用
收藏
页码:20423 / 20447
页数:25
相关论文
共 50 条
  • [21] An imperceptible, robust, and high payload capacity audio watermarking scheme based on the DCT transformation and Schur decomposition
    Karajeh, Huda
    Maqableh, Mahmoud
    ANALOG INTEGRATED CIRCUITS AND SIGNAL PROCESSING, 2019, 99 (03) : 571 - 583
  • [22] Performance Analysis of DCT and DWT Audio Watermarking based on SVD
    Lalitha, N. V.
    Prasad, P. Vara
    Rao, S. UmaMaheshwar
    PROCEEDINGS OF IEEE INTERNATIONAL CONFERENCE ON CIRCUIT, POWER AND COMPUTING TECHNOLOGIES (ICCPCT 2016), 2016,
  • [23] Secure logarithmic audio watermarking scheme based on the human auditory system
    Mehdi Fallahpour
    David Megías
    Multimedia Systems, 2014, 20 : 155 - 164
  • [24] QR-based Watermarking in Audio Subband Using DCT
    Irawati, Indrarini Dyah
    Budiman, Gelar
    Ramdhani, Fuad
    2018 INTERNATIONAL CONFERENCE ON CONTROL, ELECTRONICS, RENEWABLE ENERGY AND COMMUNICATIONS (ICCEREC), 2018, : 136 - 141
  • [25] Secure logarithmic audio watermarking scheme based on the human auditory system
    Fallahpour, Mehdi
    Megias, David
    MULTIMEDIA SYSTEMS, 2014, 20 (02) : 155 - 164
  • [26] A DCT-domain system for robust image watermarking
    Barni, M
    Bartolini, F
    Cappellini, V
    Piva, A
    SIGNAL PROCESSING, 1998, 66 (03) : 357 - 372
  • [27] Audio Reversible Watermarking Scheme in the intDCT Domain with Modified Prediction Error Expansion
    Menendez-Ortiz, Alejandra
    Feregrino-Uribe, Claudia
    Juan Garcia-Hernandez, Jose
    IH&MMSEC'17: PROCEEDINGS OF THE 2017 ACM WORKSHOP ON INFORMATION HIDING AND MULTIMEDIA SECURITY, 2017, : 105 - 110
  • [28] A robust frequency domain audio watermarking scheme for monophonic and stereophonic PCM formats
    Megías, D
    Herrera-Joancomartí, J
    Minguillón, J
    PROCEEDINGS OF THE 30TH EUROMICRO CONFERENCE, 2004, : 449 - 452
  • [29] Perception-based audio watermarking scheme in the compressed bitstream
    Lei, Baiying
    Soon, Ing Yann
    AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2015, 69 (01) : 188 - 197
  • [30] An Audio Watermarking Scheme Based on Singular-Spectrum Analysis
    Karnjana, Jessada
    Unoki, Masashi
    Aimmanee, Pakinee
    Wutiwiwatchai, Chai
    DIGITAL-FORENSICS AND WATERMARKING, IWDW 2014, 2015, 9023 : 145 - 159