A hybrid intelligent SVD-based perceptual shaping of a digital image watermark in DCT and DWT domain

REFERENCES

• Cox IJ, Miller ML. Digital Watermarking and Steganography, 2nd edition, 2008 (Morgan Kaufmann, imprint of Elsevier, San Francisco, CA).
   Google Scholar
• Wang SM, Zhao WD, Wang ZC, Du JW, Han XL. A blind and self-adaptive digital watermarking based on wavelet-packet decomposition, Proc. 2008 Int. Cong. on Image and signal processing: CISP 2008, Sanya, China, May 2008, Tianjin University of Technology, Vol. 1, pp. 244–248.
   Google Scholar
• Li L.-D, Guo B.-L. Localized image watermarking in spatial domain resistant to geometric attacks. AEU Int. J. Electron. Commun., 2007, 63, 123–131.
   Web of Science ®Google Scholar
• Khan A, Mirza AM. Genetic perceptual shaping: utilizing cover image and conceivable attack information during watermark embedding. Inf. Fusion, 2007, 8, 354–365.
   Web of Science ®Google Scholar
• Zheng Y, Wu CH, Lu ZM, Ip WH. Optimal robust image watermarking based on PSO and HVS in integer DCT domain. Int. J. Comput. Sci. Eng. Syst., 2008, 2, 281–287.
   Google Scholar
• Liang QJ, Ding ZZ. Spread spectrum watermark for color image based on wavelet tree structure, Proc. Int. Conf. on Computer science and software engineering: CSSE 2008, Wuhan, China, December 2008, IEEE Computer Society, Vol. 3, pp. 692–695.
   Google Scholar
• Chen J, Yao HX, Gao G, Liu SH. A robust watermarking method based on wavelet and Zernike transform, Proc. 2004 IEEE Int. Symp. on Circuits and systems: ISCAS 2004, Vancouver, BC, Canada,May 2004, IEEE Computer Society, pp. 173–176.
   Google Scholar
• Bohra A, Farooq O, Izharuddin. Blind self-authentication of images for robust watermarking using integer wavelet transform. AEU Int. J. Electron. Commun., 2009, 63, 703–707.
   Web of Science ®Google Scholar
• Cheng K. Wavelet-based watermarking for color images through visual masking. AEU Int. J. Electron. Commun., 2008, 64, 112–124.
   Web of Science ®Google Scholar
• Wang XY, Xu ZH, Niu PP. A feature-based digital watermarking scheme for halftone image. AEU Int. J. Electron. Commun., 2010, 64, 924–933.
   Web of Science ®Google Scholar
• Liao HY, Ye RS. A novel digital image watermarking approach based on image blocks similarity, Proc. 2008 Int. Cong. on Image and signal processing: CISP 2008, Sanya, China,May 2008, Tianjin University of Technology, Vol. 5, pp. 626–630.
   Google Scholar
• Aslantas V. A singular value decomposition based image watermarking using genetic algorithm. AEU Int. J. Electron. Commun., 2008, 62, 386–394.
   Web of Science ®Google Scholar
• Aslantas V, Dogan AL, Ozturk S. DWT–SVD based image watermarking using particle swarm optimizer, Proc. IEEE Int. Conf. on Multimedia and expo: ICME 2008, Hannover, Germany,June–April 2008, IEEE Computer Society, pp. 241–244.
   Google Scholar
• Koza JR. Genetic Programming: On the Programming of Computers by Means of Natural Selection, 1998 (The MIT Press, Cambridge, MA).
   Google Scholar
• ElShafie D.R., Kharma N., Ward R. Parameter optimization of an embedded watermark using a genetic algorithm, Proc. 3rd Int. Symp. on Communications, control and signal processing: ISCCSP 2008, St Julians, Malta, March 2008, IEEE Signal Processing Society, pp. 1263–1267.
   Google Scholar
• Amiri SH, Jamzad M. A robust image watermarking method in wavelet domain using genetic algorithm, Proc. 4th IEEE Int. Conf. on Availability, reliability and security: ARES 2009, Fukuoka, Japan, March 2009, IEEE Computer Society, pp. 612–617.
   Google Scholar
• Eberhart RC, Simpson PK, Dobbins RW. Computational Intelligence PC Tools, 1996 (Academic Press Professional, Boston, MA).
   Google Scholar
• Kennedy J, Eberhart RC. Particle swarm optimization, Proc. IEEE Int. Joint Conf. on Neural networks: IJCNN ’95, Montreal, Que., Canada,July–August 1995, IEEE Service Center, pp. 1942–1948.
   Google Scholar
• Kennedy J, Eberhart RC. Swarm Intelligence, 2001 (Morgan Kaufmann, San Francisco, CA).
   Google Scholar
• Kennedy J. The behavior of particles. Evol. Prog., 1998, 2, 581–587.
   Google Scholar
• Hernandez JR, Amado M, Perez-Gonzalez F. DCT-domain watermarking techniques for still images: detector performance analysis and a new structure. IEEE Trans. Image Process., 2000, 9, 55–68.
   PubMed Web of Science ®Google Scholar
• Dewidle P. In SVD and Signal Processing: Algorithms, Applications and Architectures (Ed. , Deprettere F), 1988, pp. 3–41 (Elsevier Science Publishers, Amsterdam).
   Google Scholar
• Shieh CS, Huang HC, Wang FH, Pan JS. Genetic watermarking based on transform-domain techniques. Pattern Recogn., 2003, 37, 555–565.
   Web of Science ®Google Scholar
• Cox IJ, Kilian J, Leighton FT, Shamoon T. Secure spread spectrum watermarking for multimedia. IEEE Trans. Image Process., 1997, 6, 1673–1687.
   PubMed Web of Science ®Google Scholar
• Wang Y, Doherty JF, Dyck REV. A wavelet-based watermarking algorithm for ownership verification of digital images. IEEE Trans. Image Process., 2002, 11, 77–88.
   PubMed Web of Science ®Google Scholar