Digital image watermarking based on discrete wavelet transform

This paper aims at digital watermark which is a new popular research topic recently, presents some methods to embed digital watermark based on modifying frequency coefficients in discrete wavelet transform (DWT) domain. First, the present progress of digital watermark is briefly introduced; after that, starting from Pitas’s method and discarding his pseudo random number method, the authors use a digital image scrambling technology as preprocessing for digital watermarking. Then the authors discuss how to embed a 1-bit digital image as watermark in frequency domain. Finally another digital watermarking method is given in which 3-D DWT is used to transform a given digital image. Based on the experimental results, it is shown that the proposed methods are robust to a large extent.

[1]  Mauro Barni,et al.  DCT-based watermark recovering without resorting to the uncorrupted original image , 1997, Proceedings of International Conference on Image Processing.

[2]  Ioannis Pitas,et al.  A method for signature casting on digital images , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[3]  Cornelius W. A. M. van Overveld,et al.  Digital watermarking by geometric warping , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[4]  Ahmed H. Tewfik,et al.  Multimedia data-embedding and watermarking technologies , 1998, Proc. IEEE.

[5]  Fernando Pérez-González,et al.  Statistical analysis of watermarking schemes for copyright protection of images , 1999, Proc. IEEE.

[6]  Edward J. Delp,et al.  Perceptual watermarks for digital images and video , 1999, Electronic Imaging.

[7]  Stéphane Mallat,et al.  A Theory for Multiresolution Signal Decomposition: The Wavelet Representation , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[8]  Adam Finkelstein,et al.  Robust mesh watermarking , 1999, SIGGRAPH.

[9]  Walter Bender,et al.  Techniques for Data Hiding , 1996, IBM Syst. J..

[10]  Ja-Ling Wu,et al.  DCT-based watermarking for video , 1998 .

[11]  Hal Berghel,et al.  Digital watermarking makes its mark , 1998, NTWK.

[12]  Michel Barlaud,et al.  Image coding using wavelet transform , 1992, IEEE Trans. Image Process..

[13]  Zixiang Xiong,et al.  Multiresolution watermarking for images and video: a unified approach , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[14]  Gordon W. Braudaway,et al.  Opportunities for watermarking standards , 1998, CACM.

[15]  Jean-Paul M. G. Linnartz,et al.  Some general methods for tampering with watermarks , 1998, IEEE J. Sel. Areas Commun..

[16]  I. Pitas,et al.  The use of watermarks in the protection of digital multimedia products , 1999, Proc. IEEE.

[17]  Chang Qing Digital Watermarking and Copyright Protection of Multimedia , 2000 .

[18]  Joan Puate,et al.  Using fractal compression scheme to embed a digital signature into an image , 1997, Other Conferences.

[19]  Wen J. Li,et al.  Shape adaptive wavelet coding , 1998, ISCAS '98. Proceedings of the 1998 IEEE International Symposium on Circuits and Systems (Cat. No.98CH36187).

[20]  Ja-Ling Wu,et al.  Hidden digital watermarks in images , 1999, IEEE Trans. Image Process..

[21]  Wenjun Zeng,et al.  Image-adaptive watermarking using visual models , 1998, IEEE J. Sel. Areas Commun..

[22]  D. Pearson,et al.  Attack operators for digitally watermarked images , 1998 .

[23]  Ingrid Daubechies,et al.  Time-frequency localization operators: A geometric phase space approach , 1988, IEEE Trans. Inf. Theory.

[24]  Xiang-Gen Xia,et al.  A multiresolution watermark for digital images , 1997, Proceedings of International Conference on Image Processing.

[25]  Mauro Barni,et al.  Robust watermarking of still images for copyright protection , 1997, Proceedings of 13th International Conference on Digital Signal Processing.

[26]  Y. Aoki,et al.  A DCT-based coding of images in watermarking , 1997, Proceedings of ICICS, 1997 International Conference on Information, Communications and Signal Processing. Theme: Trends in Information Systems Engineering and Wireless Multimedia Communications (Cat..

[27]  Ingemar J. Cox,et al.  Secure spread spectrum watermarking for multimedia , 1997, IEEE Trans. Image Process..

[28]  Deepa Kundur,et al.  Digital watermarking for telltale tamper proofing and authentication , 1999, Proc. IEEE.

[29]  Ingrid Daubechies,et al.  The wavelet transform, time-frequency localization and signal analysis , 1990, IEEE Trans. Inf. Theory.

[30]  Mohan S. Kankanhalli,et al.  Content based watermarking of images , 1998, MULTIMEDIA '98.

[31]  Edward J. Delp,et al.  A watermark for digital images , 1996, Proceedings of 3rd IEEE International Conference on Image Processing.

[32]  Steven H. Low,et al.  Copyright protection for the electronic distribution of text documents , 1999, Proc. IEEE.

[33]  ZhuGuangxi,et al.  Embedding a Signature in an Image Based on Fractal Compress Transformations , 1998 .

[34]  Ja-Ling Wu,et al.  Multiresolution watermarking for digital images , 1998 .

[35]  Markus G. Kuhn,et al.  Information hiding-a survey , 1999, Proc. IEEE.

[36]  Miodrag Potkonjak,et al.  Analysis of watermarking techniques for graph coloring problem , 1998, 1998 IEEE/ACM International Conference on Computer-Aided Design. Digest of Technical Papers (IEEE Cat. No.98CB36287).

[37]  Markus G. Kuhn,et al.  Information hiding-A survey : Identification and protection of multimedia information , 1999 .

[38]  B. Liu,et al.  On resolving rightful ownerships of digital images by invisible watermarks , 1997, Proceedings of International Conference on Image Processing.

[39]  C. F. Osborne,et al.  A digital watermark , 1994, Proceedings of 1st International Conference on Image Processing.

[40]  Hiroshi Masuda,et al.  Watermarking three-dimensional polygonal models through geometric and topological modifications , 1998, IEEE J. Sel. Areas Commun..

[41]  Ioannis Pitas,et al.  Chaotic watermarks for embedding in the spatial digital image domain , 1998, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269).

[42]  Ioannis Pitas,et al.  A method for watermark casting on digital image , 1998, IEEE Trans. Circuits Syst. Video Technol..

[43]  Nicholas F. Maxemchuk,et al.  Electronic document distribution , 1994, AT&T Technical Journal.

[44]  Markus G. Kuhn,et al.  Attacks on Copyright Marking Systems , 1998, Information Hiding.

[45]  Ralf Steinmetz,et al.  Robust MPEG video watermarking technologies , 1998, MULTIMEDIA '98.

[46]  Gregory K. Wallace,et al.  The JPEG still picture compression standard , 1992 .

[47]  Ross J. Anderson,et al.  Evaluation of copyright marking systems , 1999, Proceedings IEEE International Conference on Multimedia Computing and Systems.

[48]  Jiwu Huang,et al.  Adaptive image watermarking scheme based on visual masking , 1998 .