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Digital Image Watermarking using Combined DWT and DFRFT

by Farooq Husain, Ekram Khan, Omar Farooq
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 60 - Number 11
Year of Publication: 2012
Authors: Farooq Husain, Ekram Khan, Omar Farooq
10.5120/9736-4287

Farooq Husain, Ekram Khan, Omar Farooq . Digital Image Watermarking using Combined DWT and DFRFT. International Journal of Computer Applications. 60, 11 ( December 2012), 17-25. DOI=10.5120/9736-4287

@article{ 10.5120/9736-4287,
author = { Farooq Husain, Ekram Khan, Omar Farooq },
title = { Digital Image Watermarking using Combined DWT and DFRFT },
journal = { International Journal of Computer Applications },
issue_date = { December 2012 },
volume = { 60 },
number = { 11 },
month = { December },
year = { 2012 },
issn = { 0975-8887 },
pages = { 17-25 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume60/number11/9736-4287/ },
doi = { 10.5120/9736-4287 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T21:06:16.965879+05:30
%A Farooq Husain
%A Ekram Khan
%A Omar Farooq
%T Digital Image Watermarking using Combined DWT and DFRFT
%J International Journal of Computer Applications
%@ 0975-8887
%V 60
%N 11
%P 17-25
%D 2012
%I Foundation of Computer Science (FCS), NY, USA
Abstract

In this paper, a digital image watermarking technique combining Discrete Wavelet Transform (DWT) and Discrete Fractional Fourier Transform (DFRFT) has been investigated. This is a non-blind watermarking technique that exploits multi-resolution sub-band decomposition property of DWT and applies DFRFT on selected sub-bands in DWT-transformed image. The performance of this algorithm under various attacks is investigated and compared with DFRFT and DWT-based algorithms. The simulation results show that proposed watermarking technique offers better robustness to all attacks as compared to DWT-based scheme whereas either comparable or better than DFRFT-based technique for all attacks except median filtering, AWGN and JPEG compression attacks.

References
  1. Bender, W. , Gruhl, D. , Moromoto, N. , and Lu, A. "Techniques for Data Hiding", IBM Systems Journal, Vol. 35, Nos. 3&4, pp. 313-336, 1996.
  2. Pitas, I. "A Method of Signature Casting on Digital Images" Proceedings of IEEE International Conference on Image Processing, ICIP-1996, Vol. 3, pp. 215-218, 1996.
  3. Wong, P. W. "A Public Key Watermark for Image Verification and Authentication", Proceedings of IEEE International Conference on Image Processing, Chicago, Illinois, USA, Vol. 1, pp. 425-429, October 1998.
  4. Wolfgang, R. B. , and Delp, E. J. "A Watermark for Digital Images", Proceedings of International Conference on Image Processing, Vol. 3, pp. 219-222, Sept. 1996.
  5. Schyndel, R. G. , Tirkel, A. , and Osborne, C. F. "A Digital Watermark", Proceedings of IEEE International Conference on Image Processing, ICIP-1994, pp. 86-90, 1994.
  6. Kitamytra, Kanai, S. , Kanai, T. , and Kishinami, T. "Copyright Protection of Vector Map using Digital Watermarking Method based on Discrete Fourier Transform", Proceedings of IEEE International Symposium on Geosciences and Remote Sensing, pp. 1191-1193, 2001.
  7. Solachidis, V. , and Pitas, I. " Circularly Symmetric Watermark Embedding in 2D-DFT domain", IEEE Transactions on Image Processing, Vol. 10, No. 11, pp. 1741-1753, Nov. 2001.
  8. Hernndez, J. R. , Amado, M. , and Gonzlez, F. P. "DCT-Domain Watermarking Techniques for Still Images Detector Performance Analysis and a New Structure", IEEE Transactions on Image Processing, Vol. 9, No. 1, pp. 55-68, Jan. 2000.
  9. Barni, M. , Bartolini, F. , Cappellini, V. , and Piva, A. "A DCT Domain System for Robust Image Watermarking", Signal Processing (Special Issue on Watermarking), Vol. 66, No. 3, pp. 357-372, May 1998.
  10. Lai, C. C. , and Tsai, C. C. , "Digital Image Watermarking Using Discrete Wavelet Transform and Singular Value Decomposition", IEEE Transaction on Instrumentation and Measurement, Vol. 59, No. 11, pp. 3060-3063, Nov. 2008.
  11. Yaw Low, C. , Jin Teoh, A. B. , and Tee, C. "Fusion of LSB and DWT Biometric Watermarking for Offline Handwritten Signature", Proceedings of Congress on Image and Signal Processing, CISP'08, Vol. 5, pp. 702-708, May 2008.
  12. Haj, A. A. , and Abu-Errub, A. "Performance Optimization of Discrete Wavelet Transform Based Image Watermarking using Genetic Algorithms", Journal of Computer Science, Vol. 4, No. 10, 2008.
  13. Safabakhsh, R. , Zaboli, S. , and Tabibiazar, A. "Digital Watermarking on Still Images using Wavelet Transform" Proc. of International Conference on Information Technology: Coding and Computing- ITCC-2004.
  14. Djurovic, I. , Stankovic, S. , and Pitas, I. "Digital Watermarking in the Fractional Fourier Transformation Domain", Journal of Network and Computer Applications, Vol. 24, No. 4, pp. 167-173, July 2001.
  15. Yu, F. Q. , Zhang, Z. K. , and Xu, M. H. "A Digital Watermarking Algorithm for Image Based on Fractional Fourier Transform", Proceedings of 1st IEEE International Conference on Industrial Electronics and Applications, ICIEA 2006, pp. 1-5, 2006.
  16. Hong, W. D. , Ming, L. D. , Jun, Y. , and Xiong, C. F. "An Improved Chirp Typed Blind Watermarking Algorithm Based on Wavelet and Fractional Fourier Transform", Proceedings of IEEE International Conference on Images and Graphics, ICIG 2007, pp. 291-296, 22-24 Aug. 2007.
  17. Feng, Z. , Xiaomin, M. U. , and Shouyi, Y. "Multiple Chirp Typed Blind Watermarking Algorithm Based on Fractional Fourier Transform", Proceedings of International Symposium on Intelligent Signal Processing and Communication Systems, ISPACS 2005, pp. 141-144, 13-16 Dec. 2005.
  18. Kothari, A. M. , Suthar, A. C. , and Gajre, R. S. "Performance Analysis of Digital Image Watermarking Technique- Combined DWT- DCT over individual DWT", International Journal of Advanced Engineering & Applications, Jan. 2010.
  19. Haj, A. A. "Combined DWT-DCT Digital Image Watermarking", Journal of Computer Science, Vol. 3, No. 9, pp. 740-746, Sept. 2007.
  20. Abdulfetah, A. A. , Sun, X. , Yang, H. , and Mohammad, N. "Robust Adaptive Image Watermarking using Visual Models in DWT and DCT domain", Information Technology Journal, Vol. 9, No. 3, pp. 460-466, 2010.
  21. Kang, X. , Huang, J. , Shi, Y. Q. , and Lin, Y. "A DWT-DFT Composite Watermarking Scheme Robust to Both Affine Transform and JPEG Compression", IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, No. 8, pp. 776-786, August, 2003.
  22. Mallat, S. G. "A Theory for Multiresolution Signal Decomposition: The Wavelet Representation", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 11, No. 7, pp. 674-693, July 1989.
  23. Addison, P. "The Little Wave with the Big Future", Physics World, Vol. 17, pp. 35-39, March 2004.
  24. Soman, K. P. , Ramachandran, K. I. "Insight into Wavelets: From Theory to Practice", 2nd Edition, Prentice Hall of India, 2004.
  25. Ozaktas, H. M. , Arikan, O. , Kutty, O. , and Bazdagt, M. A. "Digital Computation of the Fractional Fourier Transform", IEEE Transactions on Signal Processing, Vol. 44, No. 9 pp. 2141-2150, September 1996.
  26. Kundur, D. , and Hatzinakos, D. " A Robust Digital Image Watermarking Method using Wavelet Based Fusion", Proceedings of IEEE International Conference on Image Processing, ICIP 1997, Vol. 1, pp. 544-547, 1997.
Index Terms

Computer Science
Information Sciences

Keywords

Digital Image Watermarking Discrete Wavelet Transform Discrete Fractional Fourier Transform Histogram Equalization Sharpening

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