Image Watermarking Scheme Using Genetic Algorithm

被引:8
|
作者
Lai, Chih-Chin [1 ]
Yeh, Chih-Hsiang [1 ]
Ko, Chung-Hung [1 ]
Chiang, Chin-Yuan [1 ]
机构
[1] Natl Univ Kaohsiung, Dept Elect Engn, Kaohsiung 81148, Taiwan
关键词
watermarking; singular value decomposition; genetic algorithm; MULTIMEDIA;
D O I
10.1109/ICGEC.2012.103
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
With the development of Internet and multimedia technologies, multimedia copyright protection and content authentication have become serious problems that need to be solved urgently. Digital watermarking has been regarded as an effective solution to protect various kinds of digital contents against illegal use. In this paper, a watermarking technique which uses the singular value decomposition is presented. The singular values of a cover image are modified by multiple scaling factors to embed the watermark image. Since the values of scaling factors determine the watermark strength; therefore, we use the genetic algorithm to search the proper values in order to satisfy both imperceptibility and robustness requirements. Experimental results are provided to illustrate that the proposed technique is able to withstand some image-processing attacks.
引用
收藏
页码:476 / 479
页数:4
相关论文
共 50 条
  • [1] Image Watermarking Scheme Using Singular Value Decomposition, Quantization and Genetic Algorithm
    Jagadeesh, B.
    Kumar, S. Srinivas
    Rajeswari, K. Raja
    2010 INTERNATIONAL CONFERENCE ON SIGNAL ACQUISITION AND PROCESSING: ICSAP 2010, PROCEEDINGS, 2010, : 120 - 124
  • [2] An Oblivious Image Watermarking Scheme Using Multiple Description Coding and Genetic Algorithm
    Ramanjaneyulu, K.
    Rajarajeswari, K.
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2010, 10 (05): : 167 - 174
  • [3] Wavelet-based oblivious image watermarking scheme using genetic algorithm
    Ramanjaneyulu, K.
    Rajarajeswari, K.
    IET IMAGE PROCESSING, 2012, 6 (04) : 364 - 373
  • [4] Image watermarking scheme using singular value decomposition and micro-genetic algorithm
    Lai, Chih-Chin
    Huang, Hsiang-Cheh
    Tsai, Cheng-Chih
    2008 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING, PROCEEDINGS, 2008, : 469 - +
  • [5] A DWT Domain Image Watermarking Scheme Using Genetic Algorithm and Synergetic Neural Network
    Chen Yongqiang
    Zhang Yanqing
    Peng Lihua
    ISIP: 2009 INTERNATIONAL SYMPOSIUM ON INFORMATION PROCESSING, PROCEEDINGS, 2009, : 298 - +
  • [6] A Novel Image Watermarking Scheme Using Firefly Algorithm
    Agarwal, Charu
    Mishra, Anurag
    Sharma, Arpita
    Chetty, Girija
    INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND SOFTWARE ENGINEERING (AISE 2014), 2014, : 430 - 436
  • [7] A fragile watermarking scheme using a simple genetic algorithm
    Lee, SK
    Ho, YS
    2002 INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, DIGEST OF TECHNICAL PAPERS, 2002, : 190 - 191
  • [8] A Genetic Algorithm Based Oblivious Image Watermarking Scheme using Singular Value Decomposition (SVD)
    Jagadeesh, B.
    Kumar, S. Srinivas
    Rajeswari, K. Raja
    2009 FIRST INTERNATIONAL CONFERENCE ON NETWORKS & COMMUNICATIONS (NETCOM 2009), 2009, : 224 - +
  • [9] A New Image Watermarking Scheme Using Non-dominated Sorting Genetic Algorithm II
    Lee, Jiann-Shu
    Huang, Fei-Hsiang
    Kuo, Hsiao-Chen
    2013 INTERNATIONAL SYMPOSIUM ON BIOMETRICS AND SECURITY TECHNOLOGIES (ISBAST), 2013, : 56 - 61
  • [10] Image Watermarking using Genetic Algorithm in DCT Domain
    Tyagi, Sonam
    Singh, Harsh Vikram
    Agarwal, Raghav
    PROCEEDINGS OF THE 2017 INTERNATIONAL CONFERENCE ON INVENTIVE SYSTEMS AND CONTROL (ICISC 2017), 2017, : 502 - 507