Image Watermarking Scheme Using Genetic Algorithm

被引:9
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
来源
2012 SIXTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING (ICGEC) | 2012年
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
  • [31] Robust Image Watermarking Based on Genetic Algorithm In Multiwavelet Domain
    Prayoth Kumsawat
    Kitti Attakitmongcol
    Arthit Srikaew
    PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE, KNOWLEDGE ENGINEERING AND DATA BASES, 2009, : 390 - +
  • [32] A digital image watermarking method based on host image analysis and genetic algorithm
    Han, Jialing
    Zhao, Xiaohui
    Qiu, Chunyan
    JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2016, 7 (01) : 37 - 45
  • [33] An Image Watermarking Algorithm Based on Energy Scheme in the Wavelet Transform Domain
    Liu, Jinhua
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON IMAGE, VISION AND COMPUTING (ICIVC), 2018, : 668 - 672
  • [34] A Geometrically Robust Watermarking Scheme Based on Perceptual Hashes and Genetic Algorithm
    Li Chuanmu
    Song Haiming
    ICCSSE 2009: PROCEEDINGS OF 2009 4TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION, 2009, : 673 - +
  • [35] A digital image watermarking method based on host image analysis and genetic algorithm
    Jialing Han
    Xiaohui Zhao
    Chunyan Qiu
    Journal of Ambient Intelligence and Humanized Computing, 2016, 7 : 37 - 45
  • [36] Wavelet-Hadamard based blind image watermarking using genetic algorithm and decision tree
    Enas M. F. El Houby
    Nisreen I. R. Yassin
    Multimedia Tools and Applications, 2020, 79 : 28453 - 28474
  • [37] Wavelet-Hadamard based blind image watermarking using genetic algorithm and decision tree
    El Houby, Enas M. F.
    Yassin, Nisreen I. R.
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (37-38) : 28453 - 28474
  • [38] A content based image watermarking scheme for authentication using quadtrees
    Parameswaran, Latha
    Anburnani, K.
    2006 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING AND COMMUNICATIONS, VOLS 1 AND 2, 2007, : 146 - +
  • [39] A Fragile Watermarking Scheme for Image Authentication Using Wavelet Transform
    Azeroual, Assma
    Afdel, Karim
    IMAGE AND SIGNAL PROCESSING (ICISP 2016), 2016, 9680 : 337 - 345
  • [40] An Image Watermarking Scheme using Threshold Based Secret Sharing
    Latha, S. Bhargavi
    Reddy, D. Venkata
    Damodaram, A.
    2017 7TH IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2017, : 619 - 623