Title :
Optimal detection for multiplicative watermarks embedded in DFT domain
Author :
Solachidis, V. ; Pitas, I.
Author_Institution :
Dept. of Informatics, Thessaloniki Univ., Greece
Abstract :
This paper deals with the statistical analysis of the behavior of a blind copyright protection watermarking system based on pseudorandom signals embedded in the magnitude of the Fourier transform of the host data. The host data that the watermark is embedded into is one-dimensional and nonwhite, following a specific model. The analysis performed involves theoretical evaluation of the statistics of the Fourier coefficients and an optimum detector design for multiplicative embedding. It is proved that the widely used correlator is not the optimum detector. Finally, experimental results are presented in order to show the proposed detector´s efficiency versus that of the correlator detector.
Keywords :
data encapsulation; discrete Fourier transforms; random sequences; transform coding; watermarking; DFT domain; Fourier transform; blind copyright protection watermarking system; correlator detector; multiplicative embedding; optimal detection; pseudorandom signals; statistical analysis; Copyright protection; Correlators; Detectors; Discrete Fourier transforms; Discrete cosine transforms; Gaussian distribution; Maximum likelihood detection; Signal processing algorithms; Statistical analysis; Watermarking;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1246782