Title :
Digital watermarking in a perceptually normalized domain
Author :
Zeng, Wenjun ; Lei, Shawmin
Author_Institution :
Sharp Labs. of America, Camas, WA, USA
Abstract :
One of the fundamental issues in digital watermarking is to find the best trade-off between imperceptibility and robustness to signal processing. Properties of human visual systems (HVS) have been exploited to achieve this goal. Previously, researchers have made use of frequency sensitivity, luminance sensitivity and visual masking effect of the HVS to adaptively control the amount of watermark energy to be embedded into different transform coefficients of the image. We present an alternative approach that first nonlinearly transforms the original signal to a perceptually uniform domain, then embeds a constant amount of watermark to each sample in this domain. We show that the derivation of an optimal watermark detector is straightforward in this approach, as opposed to some previous approaches. The advantage of exploiting the neighborhood-masking effect is also briefly discussed.
Keywords :
copyright; image coding; security of data; signal detection; transform coding; visual perception; HVS; digital watermarking; frequency sensitivity; human visual systems; image coding; imperceptibility; intellectual property right protection; luminance sensitivity; neighborhood-masking effect; optimal watermark detector; perceptually normalized domain; perceptually uniform domain; signal processing robustness; transform coefficients; visual masking effect; watermark energy; Detectors; Digital signal processing; Frequency; Humans; Image coding; Intellectual property; Internet; Laboratories; Robustness; Watermarking;
Conference_Titel :
Signals, Systems, and Computers, 1999. Conference Record of the Thirty-Third Asilomar Conference on
Conference_Location :
Pacific Grove, CA, USA
Print_ISBN :
0-7803-5700-0
DOI :
10.1109/ACSSC.1999.832003