A watermarking algorithm based on chirp z-transform, discrete wavelet transform, and singular value decomposition

被引:42
|
作者
Agoyi, Mary [1 ]
Celebi, Erbug [1 ]
Anbarjafari, Gholamreza [2 ]
机构
[1] Cyprus Int Univ, Dept Comp Engn, Fac Engn, Northern Cyprus, Turkey
[2] Univ Tartu, Inst Technol, IMS Lab, EE-50411 Tartu, Estonia
关键词
Watermarking; Discrete wavelet transform; Chirp z-transform; Singular value decomposition;
D O I
10.1007/s11760-014-0624-9
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
Digital watermarking has attracted increasing attentions as it has been the current solution to copyright protection and content authentication which has become an issue to be addressed in multimedia technology. This study introduces a novel watermarking scheme based on the discrete wavelet transform (DWT) in combination with the chirp z-transform (CZT) and the singular value decomposition (SVD). Firstly, the image is decomposed into its frequency subbands by using 1-level DWT. Then, the high-frequency subband is transformed into z-domain by using CZT. Afterward by SVD, the watermark is added to the singular matrix of the transformed image. Finally, the watermarked image is obtained by using inverse of CZT and inverse of DWT. This algorithm combines the advantages of all three algorithms. The experimental result shows that the algorithm is imperceptible and robust to several attacks and signal processing operations.
引用
收藏
页码:735 / 745
页数:11
相关论文
共 50 条
  • [1] A watermarking algorithm based on chirp z-transform, discrete wavelet transform, and singular value decomposition
    Mary Agoyi
    Erbuğ Çelebi
    Gholamreza Anbarjafari
    [J]. Signal, Image and Video Processing, 2015, 9 : 735 - 745
  • [2] A Robust Image Watermarking Scheme Using Z-Transform, Discrete Wavelet Transform and Bidiagonal Singular Value Decomposition
    Jayashree, N.
    Bhuyaneswaran, R. S.
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2019, 58 (01): : 263 - 285
  • [3] A Digital Watermarking Scheme Based On Singular Value Decomposition and Discrete Wavelet Transform
    Yan Dejun
    Yang Rijing
    Li Hongyan
    Zheng Jiangchao
    [J]. 2011 INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT), VOLS 1-4, 2012, : 154 - 157
  • [4] CHIRP Z-TRANSFORM ALGORITHM
    RABINER, LR
    SCHAFER, RW
    RADER, CM
    [J]. IEEE TRANSACTIONS ON AUDIO AND ELECTROACOUSTICS, 1969, AU17 (02): : 86 - &
  • [5] A Hybrid robust watermarking system based on discrete cosine transform, discrete wavelet transform, and singular value decomposition
    Begum, Mahbuba
    Ferdush, Jannatul
    Uddin, Mohammad Shorif
    [J]. JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2022, 34 (08) : 5856 - 5867
  • [6] Efficient video watermarking based on singular value decomposition in the discrete wavelet transform domain
    Faragallah, Osama S.
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2013, 67 (03) : 189 - 196
  • [7] A novel watermarking scheme based on discrete wavelet transform-singular value decomposition
    Yasmeen, Fauzia
    Uddin, Mohammad Shorif
    [J]. SECURITY AND PRIVACY, 2022, 5 (03)
  • [8] Robust Image Watermarking based on Singular Value Decomposition and Discrete Wavelet Transform.
    Bhagyashri, Kapre S.
    Joshi, M. Y.
    [J]. PROCEEDINGS OF 2010 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND INFORMATION TECHNOLOGY (ICCSIT 2010), VOL 5, 2010, : 337 - 341
  • [9] Robust image watermarking based on discrete wavelet transform-discrete cosine transform-singular value decomposition
    Hu, Wu-Chih
    Chen, Wei-Hao
    Yang, Ching-Yu
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2012, 21 (03)
  • [10] Entropy Based Image Watermarking using Discrete Wavelet Transform and Singular Value Decomposition
    Singh, Gurwinder
    Goel, Navdeep
    [J]. PROCEEDINGS OF THE 10TH INDIACOM - 2016 3RD INTERNATIONAL CONFERENCE ON COMPUTING FOR SUSTAINABLE GLOBAL DEVELOPMENT, 2016, : 2700 - 2704