A blind image copyright protection scheme for e-government

被引:48
作者
Horng, Shi-Jinn [1 ,2 ]
Rosiyadi, Didi [2 ]
Li, Tianrui [1 ]
Takao, Terano [3 ]
Guo, Minyi [4 ]
Khan, Muhammad Khurram [5 ]
机构
[1] Southwest Jiaotong Univ, Sch Informat Sci & Technol, Chengdu 610031, Peoples R China
[2] Natl Taiwan Univ Sci & Technol, Dept Comp Sci & Informat Engn, Taipei, Taiwan
[3] Tokyo Inst Technol, Dept Computat Intelligence & Syst Sci, Tokyo 152, Japan
[4] Shanghai Jiao Tong Univ, Dept Comp Sci & Engn, Shanghai 200030, Peoples R China
[5] King Saud Univ, Ctr Excellence Informat Assurance, Riyadh 11451, Saudi Arabia
关键词
Blind; Quantizing value; Discrete cosine transform; Singular value decomposition; E-government; Genetic algorithm; Pick signal to noise ratio; Minimum square error; WATERMARKING;
D O I
10.1016/j.jvcir.2013.07.008
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An efficient blind copyright protection for e-government document images is proposed through a combination of the discrete cosine transform (DCT) and the singular value decomposition (SVD) based on genetic algorithm (GA). This combination could lead the watermarked image to be resistant to various attacks as well as to improve its performance, security and robustness. DCT, in this case, is applied to the entire image and mapped by a zigzag manner to four areas from the lowest to the highest frequencies. SVD, meanwhile, is applied in each area and then the singular value of DCT-transformed host image, subsequently, is modified in each area with the quantizing value using GA to increase the visual quality and the robustness. The host image is not needed in the watermark extraction and it is more useful than non-blind one in real-world applications. Experiment results demonstrate that the proposed method outperforms other existing methods under several types of attacks. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:1099 / 1105
页数:7
相关论文
共 18 条
[1]   Robust Blind Watermarking of Point-Sampled Geometry [J].
Agarwal, Parag ;
Prabhakaran, Balakrishnan .
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2009, 4 (01) :36-48
[2]  
Aslantas V., 2007, IEEE INT S INT SIGN, P1
[3]  
Kim Kyung-Su, 2008, P 3 INT C INT INF HI, P477
[4]  
Kumar Sharma D, 2007, DIGITAL WATERMARKING, P182
[5]   Image watermarking scheme using singular value decomposition and micro-genetic algorithm [J].
Lai, Chih-Chin ;
Huang, Hsiang-Cheh ;
Tsai, Cheng-Chih .
2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, :469-+
[6]  
Leung HY, 2011, LECT NOTES COMPUT SC, V6526, P148, DOI 10.1007/978-3-642-18405-5_12
[7]   An efficient watermarking method based on significant difference of wavelet coefficient quantization [J].
Lin, Wei-Hung ;
Horng, Shi-Jinn ;
Kao, Tzong-Wann ;
Fan, Pingzhi ;
Lee, Cheng-Ling ;
Pan, Yi .
IEEE TRANSACTIONS ON MULTIMEDIA, 2008, 10 (05) :746-757
[8]   Image copyright protection with forward error correction [J].
Lin, Wei-Hung ;
Horng, Shi-Jinn ;
Kao, Tzong-Wann ;
Chen, Rong-Jian ;
Chen, Yuan-Hsin ;
Lee, Cheng-Ling ;
Terano, Takao .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (09) :11888-11894
[9]   A blind watermarking method using maximum wavelet coefficient quantization [J].
Lin, Wei-Hung ;
Wang, Yuh-Rau ;
Horng, Shi-Jinn ;
Kao, Tzong-Wann ;
Pan, Yi .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (09) :11509-11516
[10]   A Novel Blind Watermark Algorithm Based On SVD And DCT [J].
Liu, Feng ;
Han, Ke ;
Wang, Chang Zheng .
2009 IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING AND INTELLIGENT SYSTEMS, PROCEEDINGS, VOL 4, 2009, :283-+