Digital image watermarking based on discrete wavelet transform. (English) Zbl 1021.68103
Summary: 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 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.
MSC:
| 68U10 | Computing methodologies for image processing |
| 68P25 | Data encryption (aspects in computer science) |
Software:
StirMarkReferences:
| [1] | Fabien A P Petitcolas, Ross J Anderson, Markus G Kuhu. Information hiding–A survey. InProc. IEEE, 1999, 87(7): 1062–1078. |
| [2] | Bender W, Gruhl D, Morimoto N, Lu A. Technique for data hiding.IBM Systems Journal, 1996, 35(3&4): 313–335. · doi:10.1147/sj.353.0313 |
| [3] | Bender W. Data Hiding. News in the Future, MIT Media Laboratory, unpublished lecture notes, 1994. |
| [4] | Ingemar J Cox, Joe Kilian, Thomson F Leighton, Talal Shamoon. A Secure, Imperceptable yet Perceptually Salient, Spread Spectrum Watermark for Multimedia. http://www.neci.nj.nec.com/tr/neci-tr-95-10.ps |
| [5] | Ingemar J Cox, Joe Kilian, Thomson F Leighton, Talal Shamoon. Secure spread spectrum watermarking for multimedia.IEEE Trans. on Image Processing, 1997, 6(12): 1673–1687. · doi:10.1109/83.650120 |
| [6] | Ingemar J Cox, Jean-Paul M G Linnartz. Some general methods for tampering with watermarks.IEEE Journal on Selected Areas in Communications, 1998, 16(4): 587–593. · doi:10.1109/49.668980 |
| [7] | Swanson D, Tewfik H. Multimedia data–Embedding and watermarking technologies. InProc. the IEEE, 1998, 86(6): 1064–1087. |
| [8] | Raymond B Wolfgang, Christine I Podilchuk, Edward J Delp. Perceptual watermarks for digital images and video. InProc. the IEEE, 1999, 87(7): 1108–1126. |
| [9] | Deepa Kundur, Dimitrios Hatzinakos. Digital watermarking for telltale tamper proofing and authentication. InProc. the IEEE, 1999, 87(7): 1167–1180. |
| [10] | Jack T Brassil, Steven Low, Nicholas F Maxemchuk. Copyright protection for the electronic distribution of text documents. InProc. the IEEE, 1999, 87(7): 1181–1196. |
| [11] | Hal Berghel. Digital watermarking makes its mark.NetWorker: The Craft of Network Computing, 1998, 2(4): 30–39. |
| [12] | Fred Mintzer, Gordon W Braudaway, Alan E Bell. Opportunities for watermarking standards.Communications of the ACM, 1998, 41(7): 57–64. · doi:10.1145/278476.278487 |
| [13] | George Voyatzis, Ioannis Pitas. The use of watermarks in the protection of digital multimedia products. InProc. the IEEE, 1999, 87(7): 1197–1207. |
| [14] | Juan R Hernandez, Fernando Perez-Gonzalez. Statistical analysis of watermarking schemes for copyright protection of images. InProc. the IEEE, 1999, 87(7): 1142–1166. |
| [15] | Wallace G K. The JPEG still picture compression standard.Communications of the ACM, 1991, 34(4): 31–44. · doi:10.1145/103085.103089 |
| [16] | Barni M, Bartolini F, Cappellini V, Piva A. Robust watermarking of still images for copyright protection. InProc. Digital Signal Processing, 1997, pp. 499–502. |
| [17] | Piva A, Barni M, Bartolini F, Cappellini V. DCT-based watermark recovering without resorting to the uncorrupted original. InProc. International Conference on Image Processing, 1997, Vol. 1, pp. 520–523. |
| [18] | Huang Jiwu, Yun Q Shi. Adaptive image watermarking scheme based on visual masking.Electronics Letters Online No: 19980570, 1998, pp. 748–750. |
| [19] | Hsu Chiou-Ting, Wu Ja-Ling. Hidden digital watermarks in images.IEEE Trans. Image Processing, 1999, 8(1): 58–68 · doi:10.1109/83.736686 |
| [20] | Hsu Chiou-Ting, Wu Ja-Ling. DCT-based watermarking for video.IEEE Trans. Consumer Electronics, 1998, 44(1): 206–216. · doi:10.1109/30.663749 |
| [21] | Hsu Chiou-Ting, Wu Ja-Ling. Multiresolution watermarking for digital images.IEEE Trans. Circuits and Systems-II: Analog and Digital Signal Processing, 1998, 45(8): 1097–1101. · doi:10.1109/82.718818 |
| [22] | Weili Tang, Yoshinao AOKI. A DCT-based coding of images in watermarking. InProc. International Conference on Information, Communications and Signal Processing, 1997, pp. 510–512. |
| [23] | Generic Coding of Moving Pictures and Associated Audio Information: Video. ISO/IEC IS 13818-2, 1995. |
| [24] | Video Coding For Low Bitrate Communication. Draft ITU-T Recommendation H.263, ITU, 1995. |
| [25] | Jana Dittmann, Mark Stabenau, Ralf Steinmetz. Robust MPEG video watermarking technologies. InProc. the 6th ACM International Conference on Multimedia, 1998, pp. 71–80. |
| [26] | Xia Xiang-Gen, Charles G Boncelet, Gonzalo R Arce. A multiresolution watermark for digital images. InProc. IEEE, 1997, pp. 548–551. |
| [27] | Zeng Wenjun, Liu Bede. On resolving rightful ownerships of digital images by invisible watermarks. InProc. IEEE, 1997, pp. 552–555. |
| [28] | Christine I Podichuk, Wenjun Zeng. Image-adaptive watermarking using visual models.IEEE Journal on Selected Areas in Communications, 1998, 16(4): 525–539. · doi:10.1109/49.668975 |
| [29] | Zhu Wengwu, Xiong Zixiang, Zhang Ya-Qin. Multiresolution watermarking for images and video: A unified approach. InProc. International Conference on Image Processing, 1998, Vol. 1, pp. 465–468. |
| [30] | Ioannis Pitas. A method for watermark casting on digital images.IEEE Trans. Circuits and Systems for Video Technology, 1998, 8(6): 775–780. · doi:10.1109/76.728421 |
| [31] | Voyatzis G, Pitas I. Chaotic watermarks for embedding in the spatial digital image domain. InProc. IEEE, 1998, pp. 432–436. |
| [32] | Pitas I. A method for signature casting on digital images. InProc. International Conference on Image Processing, 1996, Vol. 3, pp. 215–218. |
| [33] | Raymond B Wolfgang, Edward J Delp. A Watermark for digital images. InProc. IEEE, 1996, pp. 219–222. |
| [34] | Van Schyndel R G, Tirkel A Z, Osborne C F. A digital watermark. InProc. IEEE, 1994, pp. 86–90. |
| [35] | Gang Qu, Miodrag Potkonjak. Analysis of watermarking techniques for graph color problem. InProc. the 1998 IEEE/ACM International Conference on Computer-aided Design, 1998, pp. 190–193. |
| [36] | Mohan S Kankanhalli, K R Ramakrishnan, Rajmohan. Content based watermarking of images. InProc. the 6th ACM International Conference on Multimedia, 1998, pp. 61–70. |
| [37] | Emil Praun, Hugues Hoppe, Adam Finkelstein. Robust mesh watermarking. InProc. SIGGRAPH’99, 1999, pp. 49–56. |
| [38] | Ryutarou Ohbuchi, Hiroshi Masuda, Masaki Aono. Watermarking three-dimensional polygonal models through geometric and topological modifications.IEEE Journal on Selected Areas in Communications, 1998, 16(4): 551–560. · doi:10.1109/49.668977 |
| [39] | M J J J B Maes, C W A M van Overveld. Digital watermarking by geometric warping. InProc. IEEE International Conference on Image Processing, 1998, Vol. 1, pp. 424–426. |
| [40] | Puate J, Jordan F. Using fractal compression scheme to embed a digital signature into an image. InVideo Techniques and Software for Full-Service Networks, Chiueh T, Tescher A G (eds.), Vol.2915 of SPIE Proceedings, 1996, pp. 108–118. |
| [41] | Fabien A P Petitcolas, Ross J Anderson, Markus G Kuhn. Attacks on Copyright Marking Systems. Information Hiding, Second International Workshop, IH’98, Proceedings, David Aucsmith (ed.), LNCS 1525, Springer-Verlag, 1998, pp. 219–239. |
| [42] | Fabien A P Petitcolas, Ross J Anderson. Evaluation of copyright marking systems InProc. IEEE Multimedia Systems (ICMCS’99), 1999, Vol. 1, pp. 574–579, 7–11. |
| [43] | Barnett R, Pearson D. Attack operators for digitally watermarked images. InIEEE Proc. Vision, Image and Signal Processing 145, 1998, pp. 271–279. |
| [44] | Scott Craver, Nasir Memon, Boon-Lock Yeo, Minerva M Yeung. Resolving rightful ownerships with invisible watermarking techniques: Limitations, attacks, and implications.IEEE Journal on Selected Areas in Communications, 1998, 16(4): 573–586. · doi:10.1109/49.668979 |
| [45] | Cao Hanqiang, Zhu Guangxi, Zhu Yaoting, Zhang Zhengbing. Embedding a signature in an image based on fractal compress transformations.Journal of China Institute of Communications, 1998, 19(5): 69–74. |
| [46] | Niu Xin-xin, Yang Yi-xian. A new algorigthm for digital watermarking based on the wavelet transform.Chinese Journal of Computers, 2000, 23(1): 21–27 (in Chinese). |
| [47] | Chang Qing. Digital watermarking and copyright protection of multimedia.Digital Communication, 2000, 27(1): 47–49 (in Chinese). |
| [48] | He Junhui, Cai Hantian. Digital watermarking technique on frequency domain of digital image.Communication Security, 1999, (4): 70–74 (in Chinese). |
| [49] | Hu Jun, Liu Zhenhua, Shu Chang. One-direction digital watermarking.Cryptography and Information, 1998, (2): 42–49 (in Chinese). |
| [50] | Ding Wei, Yan Weiqi, Qi Dongxu. Digital image watermarking based on discrete cosine transform.Journal of North China Univ. of Tech., 1999, 11(3): 71–75. (in Chinese). · Zbl 1021.68103 |
| [51] | Ding Wei, Yan Weiqi, Qi Dongxu. Digital watermark image embedding based on U-system. InProc. the 6th International Conference on Computer Aided Design & Computer Graphics, Wen Hui Publishers, Dec., 1999, Vol. 3, pp. 893–899. |
| [52] | Kangkang Yin, Zhigeng Pan, Hui Xiang, Jiaoying Shi. A secure transaction model based on digital steganography and watermarking. InProc. the 6th International Conference on Computer Aided Design & Computer Graphics, Wen Hui Publishers, 1999, 3: 1319–1322. |
| [53] | Maxemchuk N F. Electronic document distribution.ATT Technical Journal, 1994, pp. 73–80. |
| [54] | Petitcolas F A P. Mp3Stego, 1998. http://www.cl.cam.ac.uk/\(\sim\)fapp2/steganography/mp3stego/ |
| [55] | Information Technology Generic Coding of Moving Pictures and Associated Audio Information Part 3: Audio., British Standard, BSI, implementation of ISO/IED 13818-3: 1995. |
| [56] | Cui Jintai, Cheng Dongxing. An Introduction to Wavelet. Xi’an Jiaotong Univ. Press, 1995 (in Chinese). |
| [57] | Daubechies I. Time-frequency localization operators: A geometric phase space approach.IEEE Trans. Information Theory, 1988, 34(4): 605–612. · Zbl 0672.42007 · doi:10.1109/18.9761 |
| [58] | Daubechies I. The wavelet transform, time-frequency localization and signal analysis.IEEE Trans. Information Theory, 1990, 36(5): 961–1005. · Zbl 0738.94004 · doi:10.1109/18.57199 |
| [59] | Mallat S G. A theory of multiresolution signal decomposition: The wavelet representation.IEEE Trans. Pattern Analysis and Machine Intelligence, 1989, 11(7): 674–693. · Zbl 0709.94650 · doi:10.1109/34.192463 |
| [60] | Marc Antonini, Michel Barlaud, Pierre Mathieu, Ingrid Daubechies. Image coding using wavelet transform.IEEE Trans. Image Processing, 1992, 1(2): 205–220. · doi:10.1109/83.136597 |
| [61] | Moccagatta I, Fukunaga S, Nakaya Y, Son S H. MPEG4 Video Verification Model VM12.0 1999. |
| [62] | Li Shipeng, Li Weiping, Sun Hongqiao, Wu Zhixiong. Shape adaptive wavelet coding. InProc. IEEE, 1998, pp. 281–284. |
| [63] | Jorn Ostermann, Euee S Jang, Jae-Seob Shin, Tsuhan Chen. Coding of arbitrarily shaped video objects in MPEG-4. InProc. IEEE Int. Conf. Image Processing. Santa Barbara, 1997, pp. 496–499. |
| [64] | Ding Wei, Qi Dong-Xu. Digital image transform and information hilding and covering technique.Chinese Journal of Computers, 1998, 21(9): 838–843. |
| [65] | Ding Wei, Yan Wei-Qi, Qi Dong-Xu. Digital image scrambling technology based on Gray code. InProc. the 6th International Conference on Computer Aided Design & Computer Graphics, Wen Hui Publishers, Dec., 1999, Vol. 3, pp. 900–904. |
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