A novel image watermarking scheme based on support vector regression

Journal of Systems and Software

Volumn 78, Issue 1, 2005, Pages 1-8

  Shen, Rui Min ^a   Fu, Yong Gang ^a,b   Lu, Hong Tao ^a  

^a SHANGHAI JIAO TONG UNIVERSITY   (China)

^b XIAMEN UNIVERSITY   (China)

Author keywords

Color image; Digital watermarking; Robustness; Support vector regression

Indexed keywords

COLOR IMAGE PROCESSING; EMBEDDED SYSTEMS; IMAGE ANALYSIS; REGRESSION ANALYSIS; ROBUSTNESS (CONTROL SYSTEMS); VECTOR QUANTIZATION; VECTORS; VISUAL COMMUNICATION;

COLOR IMAGE; KUTTER'S METHOD; ROBUSTNESS; SUPPORT VECTOR REGRESSION (SVR); YU'S METHOD;

DIGITAL WATERMARKING;

EID: 19744377218     PISSN: 01641212     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jss.2005.02.013     Document Type: Article

References (21)

1. Colin Campbell Kernel methods: A survey of current techniques Neurocomputings 48 2002 63 84
2. J.C. Christopher A tutorial on support vector machines for pattern recognition Data mining and knowledge discovery 2 1998 121 167
3. I.J. Cox, J. Kilian, T. Leighton, and T. Shamoon Secure spread spectrum watermarking for multimedia IEEE Transactions on Image Processing 6 12 1997 1673 1687
4. Y.G. Fu, R.M. Shen, and H.T. Lu Watermarking scheme based on support vector machine for color images Electronics letters 40 16 2004 986 987
5. Furon, T., Duhamel, P., 2000. Copy Protection of Distributed Contents: An Application of Watermarking Technique. In Workshop COST 254: Friendly Exchange through the net, Bordeaux, France, March
6. C.L Gerrit, and L.L. Reginald Optimal differential energy watermarking of DCT encoded images and video IEEE Transactions on Image Processing 10 1 2001 148 158
7. J.K. Joseph, O. Ruanaidh, and P. Thierry Rotation, scale and translation invariant spread spectrum digital image watermarking Signal processing 66 1998 303 317
8. H.D. Knowles, D.A. Winne, C.N. Canagarajah, and D.R. Bull Image tamper detection and classification using support vector machines IEE Proceedings-Vision, Image and Signal Processing 151 4 2004 322 328
9. M. Kutter, F. Jordan, and F. Bossen Digital signature of color images using amplitude modulation Journal of Electronic imaging 7 2 1998 326 332
10. Der-Chyuan Lou, and Chia-Chung Sung Robust watermarking technique for digital image utilizing invariant relation of vector quantization indices The Imaging Science Journal 50 4 2002 291 302
11. Lu, W., Lu, H.T., Shen, R.M., 2004. Color image watermarking based on neural networks, International symposium on neural networks, ISNN2004, LNCS 3174, pp. 651-656
12. S.P. Mohanty Digital Watermarking: A tutorial review 1999
13. P. Shelby, and P. Thierry Robust template matching for affine resistant image watermarks IEEE Transaction on Image Processing 9 6 2000 1123 1129
14. C.S. Shieh, H.C. Huang, F.H. Wang, and J.S. Pan Genetic watermarking based on transform-domain technique Pattern recognition 37 2004 555 565
15. Smola, A.J., Scholkopf, B., 1998. A tutorial on support vector regression. Technical report NC2-TR-1998-030, NeuroCOLT2
16. M.D. Swanson, M. Kobayashi, and A.H. Tewfik Multimedia data embedding and watermarking technologies Proceedings of IEEE 86 6 1998 1064 1087
17. V. Vapnik The nature of statistical learning theory 1995 Springer-Verlag New York
18. V. Vapnik Statistical learning theory 1998 John Wiley New York
19. H.X. Wang, C. He, and K. Ding Public watermarking based on chaotic map IEICE Transactions on Fundamentals of Electronics, Communications and Computer Science e87-A 8 2004 2045 2047
20. Y.W. Wang, J.F. Doherty, and E.V. Robert A wavelet-based watermarking algorithm for ownership verification of digital images IEEE Transactions on Image Processing 11 2 2002 77 88
21. Pao-Ta Yu, Hung-Hsu Tsai, and Lin Jyh-Shyan Digital watermarking based on neural networks for color images Signal Processing 81 2001 663 671