• DocumentCode
    2707141
  • Title

    A novel audio color watermarking scheme based on self-organizing map

  • Author

    Ma, Xiaohong ; Qin, Yan ; Liang, Hualou

  • Author_Institution
    Sch. of Electron. & Inf. Eng., Dalian Univ. of Technol., Dalian, China
  • fYear
    2009
  • fDate
    14-19 June 2009
  • Firstpage
    1945
  • Lastpage
    1952
  • Abstract
    In this paper, a novel audio color watermarking scheme based on self-organizing map (SOM) neural network is proposed. The SOM neural network is introduced for preprocessing color watermark image and producing a codebook on which a series of operations are performed to obtain the hidden information. Without the perceivable distortion, such hidden information is embedded in the approximate wavelet coefficient of the host audio signal by a linear instantaneous mixing model. The process of extracting hidden information from the marked audio signal, which is the reverse process of the watermark embedding, is fulfilled by the inverse matrix of the linear instantaneous mixing matrix. The experimental results demonstrate the validity of the proposed color watermarking scheme.
  • Keywords
    audio coding; image colour analysis; matrix algebra; self-organising feature maps; watermarking; SOM neural network; approximate wavelet coefficient; audio color watermarking scheme; codebook; color watermark image; hidden information extraction; host audio signal; inverse matrix; linear instantaneous mixing model; self-organizing map; Color; Data mining; Distortion; Image coding; Neural networks; Robustness; Signal generators; Signal processing; Watermarking; Wavelet coefficients;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 2009. IJCNN 2009. International Joint Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1098-7576
  • Print_ISBN
    978-1-4244-3548-7
  • Electronic_ISBN
    1098-7576
  • Type

    conf

  • DOI
    10.1109/IJCNN.2009.5178659
  • Filename
    5178659