Scale-invariant image watermarking via optimization algorithms for quantizing randomized statistics Conference Paper uri icon


  • We introduce a novel approach for blind and semi-blind watermarking and apply it to images. We derive randomized robust semi-global features of images in a suitable transform domain (wavelets in case of images) and quantize them in order to embed the watermark. Quantization is carried out by embedding to the host a computed sequence via solving an optimization problem whose parameters are known to the information hider, but unknown to the attacker. The image features are rational statistics of pseudo-random regions; these statistics are by construction invariant against scaling attacks and approximately invariant against several contrast enhancement modifications (such as histogram equalization). This scheme can be seen as an improved version of our previous image watermarking algorithm. Copyright 2004 ACM.

published proceedings

  • Proceedings of the Multimedia and Security Workshop 2004, MM and Sec'04

author list (cited authors)

  • Liu, T., Venkatesan, R., & Mihak, M. K.

complete list of authors

  • Liu, T||Venkatesan, R||Mih├žak, MK

publication date

  • December 2004