A Fast and Robust Image Watermarking Scheme Using Improved Singular Value Decomposition

被引:0
作者
Cao Thi Luyen [1 ]
Nguyen Hieu Cuong [1 ]
Pham Van At [1 ]
机构
[1] Univ Transport & Commun, Fac Informat Technol, Hanoi, Vietnam
来源
INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2016, PT I | 2016年 / 9621卷
关键词
Digital watermarking; SVD; Eigenvalue; Eigenvector;
D O I
10.1007/978-3-662-49381-6_75
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
With the popularity of editing software and the Internet, digital content can easily be manipulated and distributed. Therefore, illegal reproduction of digital products became a real problem. Watermarking has been considered as an effective solution for copyright protection and authentication. However, watermarking schemes usually have encountered some difficulties, such as computational complexity, imperceptibility and robustness. In this paper, based on improved singular value decomposition (SVD), we proposed a new image watermarking scheme in order to reduce the computational complexity. To this end, we designed an algorithm to directly compute the largest eigenvalues and eigenvectors of the analyzed image segmented blocks. Moreover, an adaptive embedding technique was utilized to improve the robustness of the proposed scheme. Experimental results showed that the scheme is fast and good for digital image watermarking and it outperforms several widely used schemes in terms of robustness and imperceptibility.
引用
收藏
页码:780 / 789
页数:10
相关论文
共 17 条
  • [1] [Anonymous], INT J ADV RES COMPUT
  • [2] Arathi C., 2012, INT J COMPUT SCI INF, V3, P3644
  • [3] At P. V., 1982, USSR COMP MATH MATH, V21, P1
  • [4] Image adaptive watermarking using wavelet domain singular value decomposition
    Bao, P
    Ma, XH
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (01) : 96 - 102
  • [5] A new robust reference watermarking scheme based on DWT-SVD
    Bhatnagar, Gaurav
    Raman, Balasubramanian
    [J]. COMPUTER STANDARDS & INTERFACES, 2009, 31 (05) : 1002 - 1013
  • [6] SVD-based digital image watermarking scheme
    Chang, CC
    Tsai, P
    Lin, CC
    [J]. PATTERN RECOGNITION LETTERS, 2005, 26 (10) : 1577 - 1586
  • [7] A robust watermarking algorithm based on QR factorization and DCT using quantization index modulation technique
    Chen, Hong-yuan
    Zhu, Yue-sheng
    [J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2012, 13 (08): : 573 - 584
  • [8] On SVD-based watermarking algorithm
    Chung, Kuo-Liang
    Yang, Wei-Ning
    Huang, Yong-Huai
    Wu, Shih-Tung
    Hsu, Yu-Chiao
    [J]. APPLIED MATHEMATICS AND COMPUTATION, 2007, 188 (01) : 54 - 57
  • [9] SECURE SEMI-FRAGILE WATERMARKING FOR IMAGE AUTHENTICATION
    Fei, Chuhong
    Kwong, Raymond
    Kundur, Deepa
    [J]. 2009 FIRST IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), 2009, : 141 - +
  • [10] Gloub GH., 1996, MATRIX COMPUT, V3