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
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