• DocumentCode
    2987722
  • Title

    A Digital Watermarking Algorithm Based on Wavelet Packet Transform and BP Neural Network

  • Author

    Baoming, Qiao ; Pulin, Zhang ; Qiao, Kang

  • Author_Institution
    Coll. of Sci., Xi´´an Univ. of Sci. & Technol., Xi´´an, China
  • fYear
    2011
  • fDate
    3-4 Dec. 2011
  • Firstpage
    503
  • Lastpage
    506
  • Abstract
    A new blind digital watermarking algorithm based on wavelet packet transform and BP Neural Network was proposed in this paper. The algorithm first decomposed the host image via discrete wavelet packet transform, then embedded water-marking into the position which was chosen by the key in wavelet image. In the process of embedding watermarking, eight neighborhood pixels around the embedded point was selected as sample input of the BP neural network, and the pixel value of the embedded point was chosen as the ideal output, finally, trained the neural network. Using the trained neural network, blind watermarking extraction was achieved.
  • Keywords
    backpropagation; discrete wavelet transforms; image watermarking; neural nets; BP neural network; blind digital watermarking algorithm; discrete wavelet packet transform; embedded point; embedding watermarking process; host image; neighborhood pixels; wavelet image; Algorithm design and analysis; Discrete wavelet transforms; Training; Watermarking; Wavelet packets; formatting; insert; style; styling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computational Intelligence and Security (CIS), 2011 Seventh International Conference on
  • Conference_Location
    Hainan
  • Print_ISBN
    978-1-4577-2008-6
  • Type

    conf

  • DOI
    10.1109/CIS.2011.117
  • Filename
    6128173