• DocumentCode
    1216259
  • Title

    Asymptotically optimal detection for additive watermarking in the DCT and DWT domains

  • Author

    Nikolaidis, Athanasios ; Pitas, Ioannis

  • Author_Institution
    Dept. of Informatics, Aristotle Univ. of Thessaloniki, Greece
  • Volume
    12
  • Issue
    5
  • fYear
    2003
  • fDate
    5/1/2003 12:00:00 AM
  • Firstpage
    563
  • Lastpage
    571
  • Abstract
    Most of the watermarking schemes that have been proposed until now employ a correlation detector (matched filter). The current paper proposes a new detector scheme that can be applied in the case of additive watermarking in the DCT (discrete cosine transform) or DWT (discrete wavelet transform) domain. Certain properties of the probability density function of the coefficients in these domains are exploited. Thus, an asymptotically optimal detector is constructed based on well known results of the detection theory. Experimental results prove the superiority of the proposed detector over the correlation detector.
  • Keywords
    data encapsulation; discrete cosine transforms; discrete wavelet transforms; image coding; transform coding; watermarking; DCT; DWT; additive watermarking; asymptotically optimal detection; asymptotically optimal detector; detection theory; discrete cosine transform; discrete wavelet transform; probability density function; Correlators; Detectors; Discrete cosine transforms; Discrete wavelet transforms; Matched filters; Maximum likelihood detection; Probability density function; Testing; Watermarking; Wavelet transforms;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2003.810586
  • Filename
    1203149