Employing intelligence in the embedding and decoding stages of a robust watermarking system

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@Article{Usman2011582,
  author =       "Imran Usman and Asifullah Khan and 
                 Rafiullah Chamlawi",
  title =        "Employing intelligence in the embedding and decoding
                 stages of a robust watermarking system",
  journal =      "AEU - International Journal of Electronics and
                 Communications",
  volume =       "65",
  number =       "6",
  pages =        "582--588",
  year =         "2011",
  ISSN =         "1434-8411",
  DOI =          "doi:10.1016/j.aeue.2010.08.009",
  URL =          "http://www.sciencedirect.com/science/article/B7GWW-51R51HH-1/2/bf42ab85616fd89b6afca28f8079e934",
  keywords =     "genetic algorithms, genetic programming, Artificial
                 Neural Networks, Perceptual shaping, Support Vector
                 Machines",
  abstract =     "This letter presents a novel approach of incorporating
                 intelligence in the encoding and decoding structures of
                 a watermarking system. The employment of computational
                 intelligence makes the watermarking system resistant
                 against a series of attacks, which may occur during the
                 storage or communication of the watermarked work.
                 Keeping in view the Human Visual System, Genetic
                 Programming is used to generate functions which select
                 optimum strength and location of transform domain
                 coefficients for watermark embedding. Support Vector
                 Machines and Artificial Neural Networks are employed at
                 the decoding side to learn about the distortions due to
                 attacks and counteract them. Especially, the proposed
                 system is quite effective for robust watermarking
                 applications of small size images such as those
                 displayed on portable devices and on line catalogues.",
}

Genetic Programming entries for Imran Usman Asifullah Khan Rafiullah Chamlawi

Citations