Title :
Wavelet-based digital watermarking for image authentication
Author :
Paquet, Alexandre H. ; Ward, Rabab K.
Author_Institution :
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
Abstract :
We present a novel watermarking scheme to ensure the credibility of digital images. The proposed technique is able to detect malicious tampering of images even if they have been incidentally distorted by basic image processing operations. Our system is based on the quantization of wavelet packet coefficients and uses characteristics of the human visual system to maximize the embedding weights while keeping good perceptual transparency. We develop an image-dependant method to evaluate, in the discrete wavelet domain, the optimal quantization steps allowing the tamper proofing of still images. The nature of multiresolution discrete wavelet decomposition allows the spatial and frequency localization of image tampering. Experimental results are presented to demonstrate the capacity of our system to detect unauthorized modification of images while staying robust to image compression.
Keywords :
copy protection; data compression; discrete wavelet transforms; image coding; quantisation (signal); security of data; transform coding; visual perception; digital watermarking; discrete wavelet domain; human visual system; image authentication; image compression; image processing operations; image tampering; perceptual transparency; quantization; wavelet packet coefficients; Authentication; Digital images; Discrete wavelet transforms; Humans; Image processing; Quantization; Visual system; Watermarking; Wavelet domain; Wavelet packets;
Conference_Titel :
Electrical and Computer Engineering, 2002. IEEE CCECE 2002. Canadian Conference on
Print_ISBN :
0-7803-7514-9
DOI :
10.1109/CCECE.2002.1013058