A Hybrid Intelligent SVD-Based Digital Image Watermarking
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @InProceedings{Golshan:2011:ICSEng,
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author = "Farzad Golshan and Karim Mohammadi",
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title = "A Hybrid Intelligent SVD-Based Digital Image
Watermarking",
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booktitle = "21st International Conference on Systems Engineering
(ICSEng 2011)",
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year = "2011",
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month = "16-18 " # aug,
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pages = "137--141",
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address = "Las Vegas, NV, USA",
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size = "5 pages",
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abstract = "This paper proposes an intelligent hybrid watermarking
algorithm for digital images. In digital image
watermarking, robustness and imperceptibility compete
with each other. In this paper we applied a hybrid
intelligent algorithm based on genetic programming and
particle swarm optimisation to make a trade off between
robustness and imperceptibility. In this way the
intelligent method has been applied in DCT_DWT_SVD
domain. First of all the original image is transformed
into DCT domain and then a part of DCT matrix is
decomposed into four subbands using discrete wavelet
transform and finally the singular values of each
subband are shaped perceptually by singular values of
watermark image to embed the watermark. The
optimisation problem which is related to a conflict
between robustness and imperceptibility is solved by
means of genetic programming and particle swarm
optimisation, simultaneously, to achieve the best
performance in robustness without losing the quality of
host image. Experimental results show improvement in
imperceptibility and robustness under several attacks
and different images.",
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keywords = "genetic algorithms, genetic programming, DCT matrix,
DWT, digital image watermarking, discrete wavelet
transform, hybrid intelligent SVD, hybrid intelligent
algorithm, intelligent hybrid watermarking algorithm,
particle swarm optimisation, discrete cosine
transforms, discrete wavelet transforms, image
watermarking, particle swarm optimisation, singular
value decomposition",
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DOI = "doi:10.1109/ICSEng.2011.32",
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notes = "Also known as \cite{6041828}",
- }
Genetic Programming entries for
Farzad Golshan Pour
Karim Mohamadi
Citations