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Robust Fourier Watermarking for ID Images on Smart Card Plastic SupportsRIAD, R. , HARBA, R. , DOUZI, H. , ROS, F. , ELHAJJI, M.
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Fourier transform, printing, scanning, smart cards, watermarking
image(21), watermarking(19), processing(14), signal(8), robust(7), multimedia(7), print(6), scan(5), watermark(4), images(4)
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About this article
Date of Publication: 2016-11-30
Volume 16, Issue 4, Year 2016, On page(s): 23 - 30
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2016.04004
Web of Science Accession Number: 000390675900004
SCOPUS ID: 85007608255
Security checking can be improved by watermarking identity (ID) images printed on smart cards plastic supports. The major challenge is resistance to attacks: printing the images on the plastic cards, durability and other attacks then scanning the image from the plastic card. In this work, a robust watermarking technique is presented in this context. It is composed of three main mechanisms. The first is a watermarking algorithm based on the Fourier transform to cope with global geometric distortions. The second comprises a filter that reduces image blurring. The third attenuates color degradations. Experiments on 400 ID images show that the Wiener filter strongly improves the detection rate and outperforms competitive algorithms (blind deconvolution and unsharp filter). Color corrections also enhance the watermarking score. The whole scheme has a high efficiency and a low computational cost. It makes it compatible with the desired industrial constraints, i.e. the watermark is to be invisible, the error rate must be lower than 1%, and the detection of the mark should be fast and simple for the user.
|References|||||Cited By «-- Click to see who has cited this paper|
| I. Cox, M. Miller, J. Bloom, J. Fridrich, and T. Kalker, Digital watermarking and steganography: Morgan Kaufmann, 2007.
 W. Bender, D. Gruhl, N. Morimoto, and A. Lu, "Techniques for data hiding," IBM systems journal, vol. 35, pp. 313-336, 1996.
[CrossRef] [Web of Science Times Cited 1304] [SCOPUS Times Cited 2097]
 A. Poljicak, G. Botella, C. Garcia, L. Kedmenec, and M. Prieto-Matias, "Portable real-time DCT-based steganography using OpenCL," Journal of Real-Time Image Processing, pp. 1-13, 2016.
[CrossRef] [Web of Science Times Cited 11] [SCOPUS Times Cited 12]
 V. Solachidis and I. Pitas, "Circularly symmetric watermark embedding in 2-D DFT domain," IEEE Transactions on Image Processing, vol. 10, pp. 1741-1753, 2001.
[CrossRef] [Web of Science Times Cited 186] [SCOPUS Times Cited 225]
 S. H. Amiri and M. Jamzad, "Robust watermarking against print and scan attack through efficient modeling algorithm," Signal Processing: Image Communication, vol. 29, pp. 1181-1196, 2014.
[CrossRef] [Web of Science Times Cited 12] [SCOPUS Times Cited 16]
 P. Bas, J.-M. Chassery, and B. Macq, "Image watermarking: an evolution to content based approaches," Pattern recognition, vol. 35, pp. 545-561, 2002.
[CrossRef] [Web of Science Times Cited 27] [SCOPUS Times Cited 37]
 H. S. Malvar and D. A. Florêncio, "Improved spread spectrum: a new modulation technique for robust watermarking," IEEE Transactions on Signal Processing, vol. 51, pp. 898-905, 2003.
[CrossRef] [Web of Science Times Cited 317] [SCOPUS Times Cited 403]
 W. Wan, J. Liu, J. Sun, C. Ge and X. Nie, "Logarithmic STDM watermarking using visual saliency-based JND model," in Electronics Letters, vol. 51, no. 10, pp. 758-760, 5 14 2015.
[CrossRef] [Web of Science Times Cited 11] [SCOPUS Times Cited 14]
 T. Bianchi and A. Piva, "Secure Watermarking for Multimedia Content Protection: A Review of its Benefits and Open Issues," in IEEE Signal Processing Magazine, vol. 30, no. 2, pp. 87-96, 2013.
[CrossRef] [Web of Science Times Cited 93] [SCOPUS Times Cited 112]
 F. Ros, J. Borla, F. Leclerc, R. Harba, and N. Launay, "An industrial watermarking process for plastic card supports," ICIT 2006. IEEE International Conference on Industrial Technology, 2006, pp. 2809-2814.
[CrossRef] [SCOPUS Times Cited 6]
 J. F. Lichtenauer, I. Setyawan, T. Kalker, and R. L. Lagendijk, "Exhaustive geometrical search and the false positive watermark detection probability," Proc. SPIE 5020, Security and Watermarking of Multimedia Contents V, p. 203, 2003.
[CrossRef] [Web of Science Times Cited 35] [SCOPUS Times Cited 57]
 S. Pereira and T. Pun, "Robust template matching for affine resistant image watermarks," IEEE Transactions on Image Processing, vol. 9, pp. 1123-1129, 2000.
[CrossRef] [Web of Science Times Cited 341] [SCOPUS Times Cited 459]
 A. Poljicak, L. Mandic, and D. Agic, "Discrete Fourier transform-based watermarking method with an optimal implementation radius," Journal of Electronic Imaging, vol. 20, pp. 033008-033008-8, 2011.
[CrossRef] [Web of Science Times Cited 67] [SCOPUS Times Cited 93]
 A. Poljicak, L. Mandic, and M. S. Kurecic, "Improvement of the watermark detector performance using image enhancement filters," in Systems, Signals and Image Processing (IWSSIP), 2012 19th International Conference on, 2012, pp. 68-71.
 L. Yu, X. Niu, and S. Sun, "Print-and-scan model and the watermarking countermeasure," Image and Vision Computing, vol. 23, pp. 807-814, 2005.
[CrossRef] [Web of Science Times Cited 35] [SCOPUS Times Cited 55]
 R. Riad, R. Harba, H. Douzi, M. El-hajji, and F. Ros, "Print-and-scan counterattacks for plastic card supports Fourier watermarking," in IEEE 23rd International Symposium on Industrial Electronics (ISIE), pp. 1036-1041, 2014.
[CrossRef] [SCOPUS Times Cited 7]
 A. Keskinarkaus, A. Pramila, T. Seppänen, "Image watermarking with feature point based synchronization robust to print-scan attack," Journal of Visual Communication and Image Representation, vol. 23, no. 3, pp. 507-515, 2012.
[CrossRef] [Web of Science Times Cited 14] [SCOPUS Times Cited 16]
 X.-Y. Wang, Y.-N. Liu, S. Li, H.-Y. Yang and P.-P. Niu, "Robust image watermarking approach using polar harmonic transforms based geometric correction," Neurocomputing, vol. 174, Part B, pp. 627-642, 2016.
[CrossRef] [Web of Science Times Cited 33] [SCOPUS Times Cited 48]
 H.-Y. Yang, X.-Y. Wang, P.-P. Niu, and A.-L. Wang, "Robust Color Image Watermarking Using Geometric Invariant Quaternion Polar Harmonic Transform," ACM Trans. Multimedia Comput. Commun. Appl., vol. 11, pp. 1-26, 2015.
[CrossRef] [Web of Science Times Cited 37] [SCOPUS Times Cited 41]
 Z. Shao, Y. Shang, Y. Zhang, X. Liu, and G. Guo, "Robust watermarking using orthogonal Fourier-Mellin moments and chaotic map for double images," Signal Processing, vol. 120, pp. 522-531, 2016.
[CrossRef] [Web of Science Times Cited 68] [SCOPUS Times Cited 82]
 M. Ali and C. W. Ahn, "An optimized watermarking technique based on self-adaptive DE in DWT-SVD transform domain," Signal Processing, vol. 94, pp. 545-556, 2014.
[CrossRef] [Web of Science Times Cited 115] [SCOPUS Times Cited 126]
 A. Cheddad, J. Condell, K. Curran, and P. Mc Kevitt, "Digital image steganography: Survey and analysis of current methods," Signal processing, vol. 90, pp. 727-752, 2010.
[CrossRef] [Web of Science Times Cited 747] [SCOPUS Times Cited 1123]
 C. Strauss, F. Pasteau, F. Autrusseau, M. Babel, L. Bédat, and O. Déforges, "Subjective and objective quality evaluation of lar coded art images," IEEE International Conference on in Multimedia and Expo ICME 2009, pp. 674-677, 2009.
[CrossRef] [SCOPUS Times Cited 12]
 M. Carnec, P. Le Callet, and D. Barba, "Objective quality assessment of color images based on a generic perceptual reduced reference," Signal Processing: Image Communication, vol. 23, pp. 239-256, 2008.
[CrossRef] [Web of Science Times Cited 85] [SCOPUS Times Cited 105]
 P. Le Callet, F. Autrusseau, and P. Campisi, "Visibility control and quality assessment of watermarking and data hiding algorithms," Multimedia Forensics and security, pp. 163-192, 2008.
[CrossRef] [SCOPUS Record]
 M. L. Miller and J. A. Bloom, "Computing the probability of false watermark detection," in Information Hiding, pp. 146-158, 1999.
[CrossRef] [SCOPUS Times Cited 54]
 C.-Y. Lin, M. Wu, J. A. Bloom, I. J. Cox, M. L. Miller, and Y. M. Lui, "Rotation, scale, and translation resilient watermarking for images," IEEE Transactions on Image Processing, vol. 10, pp. 767-782, 2001.
[CrossRef] [Web of Science Times Cited 446] [SCOPUS Times Cited 589]
 C.-Y. Lin and S.-F. Chang, "Distortion modeling and invariant extraction for digital image print-and-scan process," in Proceedings of International Symposium on Multimedia, 1999.
 A. Malvido, F. Pérez-González, and A. Cousiño, "A novel model for the print-and-capture channel in 2D bar codes," in Multimedia Content Representation, Classification and Security, ed: Springer, 2006, pp. 627-634.
[CrossRef] [SCOPUS Times Cited 8]
 R. Riad, M. El Hajji, H. Douzi, R. Harba, and F. Ros, "Evaluation of a Fourier Watermarking Method Robustness to Cards Durability Attacks," in Image and Signal Processing, ed: Springer, 2014, pp. 280-288.
[CrossRef] [SCOPUS Times Cited 1]
 Z. Sharif and A. Z. Sha'Ameri, "The application of cross correlation technique for estimating impulse response and frequency response of wireless communication channel,", SCOReD 2007. in 5th Student Conference on Research and Development, 2007, pp. 1-5.
[CrossRef] [SCOPUS Times Cited 11]
 F. Luisier, T. Blu, and M. Unser, "Image denoising in mixed Poisson-Gaussian noise," IEEE Transactions on Image Processing, vol. 20, pp. 696-708, 2011.
[CrossRef] [Web of Science Times Cited 246] [SCOPUS Times Cited 284]
 C. Liu, R. Szeliski, S. B. Kang, C. L. Zitnick, and W. T. Freeman, "Automatic estimation and removal of noise from a single image," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, pp. 299-314, 2008.
[CrossRef] [Web of Science Times Cited 315] [SCOPUS Times Cited 380]
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