Design and realization of a meaningful digital watermarking algorithm based on RBF neural network

被引:0
作者
Liu, Quan [1 ]
Jiang, Xuemei [1 ]
机构
[1] Wuhan Univ Technol, Sch Informat Engn, Wuhan 430070, Peoples R China
来源
WCICA 2006: SIXTH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-12, CONFERENCE PROCEEDINGS | 2006年
关键词
digital watermarking; RBF; neural network;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
A meaningful digital image watermarking algorithm based on RBF(Radial Basis Function Neural Network)neural network is proposed in this paper. RBF Neural network is used to simulate human visual speciality to determine the watermark embedding intensity endured by DCT coefficients and the watermarking is a meaningful two value image. It is pretreated by Arnold scrambling algorithm, and then is embedded into DCT coefficients. So this algorithm has good stability. The experiments of results show that the algorithm has good robustness against all kinds of attacks.
引用
收藏
页码:2878 / 2881
页数:4
相关论文
共 50 条
  • [31] A digital watermarking algorithm based on CDMA and HVS
    Yang, Feng
    Ji, Chunfeng
    Yang, Qianli
    Journal of Information and Computational Science, 2014, 11 (15): : 5593 - 5602
  • [32] Comparison of RBF and SHL Neural Network Based Adaptive Control
    Anderson, Ryan T.
    Chowdhary, Girish
    Johnson, Eric N.
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2009, 54 (1-3) : 183 - 199
  • [33] Comparison of RBF and SHL Neural Network Based Adaptive Control
    Ryan T. Anderson
    Girish Chowdhary
    Eric N. Johnson
    Journal of Intelligent and Robotic Systems, 2009, 54 : 183 - 199
  • [34] A Digital Watermarking Algorithm Based On DCT and DWT
    Mei Jiansheng
    Li Sukang
    Tan Xiaomei
    2009 INTERNATIONAL SYMPOSIUM ON WEB INFORMATION SYSTEMS AND APPLICATIONS, PROCEEDINGS, 2009, : 104 - 107
  • [35] Digital Watermarking Algorithm Based on Iris Features
    Li, Fei
    Wang, Shuai
    Yuan, Weiqi
    PRACTICAL APPLICATIONS OF INTELLIGENT SYSTEMS, 2011, 124 : 203 - 208
  • [36] Design of RBF network based on MATLAB
    Chang, Xiaoli
    ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS, 2007, : 2439 - 2441
  • [37] A semi-fragile watermarking scheme based on neural network
    Hong, F
    Shi, L
    Luo, T
    PROCEEDINGS OF THE 2004 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7, 2004, : 3536 - 3541
  • [38] An Improved Watermarking Method Based on Neural Network for Color Image
    Yi, Qianhui
    Wang, Ke
    2009 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS 1-7, CONFERENCE PROCEEDINGS, 2009, : 3113 - 3117
  • [39] A Robust Digital Watermarking Algorithm Based on Digital Image Security
    Hu Xinying
    Zhao Xiuping
    PRINTING AND PACKAGING STUDY, 2011, 174 : 144 - 147
  • [40] Adaptive patchwork method for audio watermarking based on neural network
    Pun C.-M.
    Jiang J.-J.
    International Journal of Digital Content Technology and its Applications, 2011, 5 (05) : 84 - 94