Wavelet packets-based digital watermarking for image verification and authentication

  • Authors:

  • Alexandre H. Paquet;Rabab K. Ward;Ioannis Pitas

  • Affiliations:

  • Department of Electrical and Computer Engineering, University of British Columbia, 2356 Main Mall, Vancouver, BC, Canada V6T 1Z4;Institute for Computing, Information and Cognitive Systems, University of British Columbia, 2366 Main Mall, Vancouver, BC, Canada V6T 1Z4;Department of Informatics, Aristotle University of Thessaloniki, Box 451, Thessaloniki 542 06, Greece

  • Venue:
  • Signal Processing - Special section: Security of data hiding technologies
  • Year:
  • 2003

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Abstract

In this paper, we present a novel watermarking scheme to ensure the authenticity of digital images. Our authentication technique is able to detect malicious tampering of images even if they have been incidentally distorted by basic image processing operations. The image protection is achieved by the insertion of a secret author's identification key in the image wavelet coefficients by their selective quantization. Our system uses characteristics of the human visual system to maximize the embedding weights while keeping good perceptual transparency. We develop an image-dependent method to evaluate, in the wavelet domain, the optimal quantization step allowing the tamper proofing of the image. 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, to show its robustness to image compression and high security levels and to compare it with publicly available image authentication software.