A new robust and secure digital image watermarking scheme based on the integer wavelet transform and singular value decomposition

被引:113
|
作者
Makbol, Nasrin M. [1 ]
Khoo, Bee Ee [1 ]
机构
[1] Univ Sains Malaysia, Sch Elect & Elect Engn, Pulau Penang, Malaysia
关键词
Digital image watermarking; Integer wavelet transform; Singular value decomposition; Wilcoxon signed rank test; Digital signature;
D O I
10.1016/j.dsp.2014.06.012
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
In this paper, a new robust and secure digital image watermarking scheme that can be used for copyright protection is proposed. The scheme uses the integer wavelet transform (IWT) and singular value decomposition (SVD). The grey image watermark pixels values are embedded directly into the singular values of the 1-level IWT decomposed sub-bands. Experimental results demonstrate the effectiveness of the proposed scheme in terms of robustness, imperceptibility and capacity due to the IWT and SVD properties. A challenge due to the false positive problem which may be faced by most of SVD-based watermarking schemes has been solved in this work by adopting a digital signature into the watermarked image. The proposed digital signature mechanism is applied to generate and embed a digital signature after embedding the watermarks; the ownership is then authenticated before extracting watermarks. Thus, the proposed scheme achieved the security issue where the false positive problem is solved, in addition to that, the scheme is considered as a blind scheme. A computer simulation is used to verify the feasibility of the proposed scheme and its robustness against various types of attacks and to compare it with some previous schemes. Furthermore, the statistical Wilcoxon signed rank test is employed to certify the effectiveness of the proposed scheme. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:134 / 147
页数:14
相关论文
共 50 条
  • [1] A Hybrid Robust Image Watermarking Scheme Using Integer Wavelet Transform, Singular Value Decomposition and Arnold Transform
    Makbol, Nasrin M.
    Khoo, Bee Ee
    [J]. ADVANCES IN VISUAL INFORMATICS, 2013, 8237 : 36 - 47
  • [2] A new reliable optimized image watermarking scheme based on the integer wavelet transform and singular value decomposition for copyright protection
    Makbol, Nasrin M.
    Khoo, Bee Ee
    Rassem, Taha H.
    Loukhaoukha, Khaled
    [J]. INFORMATION SCIENCES, 2017, 417 : 381 - 400
  • [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] Robust blind image watermarking scheme based on Redundant Discrete Wavelet Transform and Singular Value Decomposition
    Makbol, Nasrin M.
    Khoo, Bee Ee
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2013, 67 (02) : 102 - 112
  • [5] A robust audio watermarking scheme based on lifting wavelet transform and singular value decomposition
    Lei, Baiying
    Soon, Ing Yann
    Zhou, Feng
    Li, Zhen
    Lei, Haijun
    [J]. SIGNAL PROCESSING, 2012, 92 (09) : 1985 - 2001
  • [6] A new robust and non-blind digital image watermarking scheme based on integer wavelet transform
    Hajiramezan, Samaneh
    Hasanzadeh, Maryam
    Mirghadri, Abdolrasoul
    [J]. 2015 2ND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED ENGINEERING AND INNOVATION (KBEI), 2015, : 192 - 195
  • [7] 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
  • [8] Comment on "Robust blind image watermarking scheme based on Redundant Discrete Wavelet Transform and Singular Value Decomposition"
    Ling, Huo-Chong
    Phan, Raphael C. -W.
    Heng, Swee-Huay
    [J]. AEU-INTERNATIONAL JOURNAL OF ELECTRONICS AND COMMUNICATIONS, 2013, 67 (10) : 894 - 897
  • [9] A multi-scale image watermarking based on integer wavelet transform and singular value decomposition
    Luo, Yuling
    Li, Liangjia
    Liu, Junxiu
    Tang, Shunbin
    Cao, Lvchen
    Zhang, Shunsheng
    Qiu, Senhui
    Cao, Yi
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 168
  • [10] A Robust Watermarking Scheme using Lifting Wavelet Transform and Singular Value Decomposition
    Bhardwaj, Anuj
    Verma, Deval
    Verma, Vivek Singh
    [J]. MATHEMATICAL SCIENCES AND ITS APPLICATIONS, 2017, 1802