Performance evaluation of moment-based watermarking methods: A review

Journal of Systems and Software

Volumn 85, Issue 8, 2012, Pages 1864-1884

  Tsougenis, E D ^a   Papakostas, G A ^a   Koulouriotis, D E ^a   Tourassis, V D ^a  

^a DEMOCRITUS UNIVERSITY OF THRACE   (Greece)

Author keywords

Data hiding; Image authentication; Image watermarking; Orthogonal moments; Sensitivity analysis

Indexed keywords

BENCHMARKING; IMAGE WATERMARKING; SIGNAL PROCESSING;

COMPARATIVE STUDIES; DATA HIDING; IMAGE AUTHENTICATION; ORTHOGONAL MOMENTS; PERFORMANCE EVALUATIONS; WATERMARKING ALGORITHMS; WATERMARKING METHODS; WATERMARKING SYSTEMS;

SENSITIVITY ANALYSIS;

EID: 84861341251     PISSN: 01641212     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jss.2012.02.045     Document Type: Article

References (49)

1. M. Alghoniemy, and A.H. Tewfik Image watermarking by moment invariants Proceedings of IEEE, International Conference on Image Processing, vol. 2 2000 73 76
2. M.S. Al-Rawi Fast computation of pseudo Zernike moments Journal of Real-Time Image Processing 5 1 2010 3 10
3. M. Bami, F. Bartolini, A. De Rosa, and A. Piva Capacity of the watermarking- channel: how many bits can be hidden within a digital image Proceedings of SPIE, Security and Watermarking of Multimedia Contents 3657 1999 437 448
4. Ch.Ch. Chang, K.N. Chen, Ch.F. Lee, and L.J. Liu A secure fragile watermarking scheme based on chaos-and-hamming code Journal of Systems and Software 84 9 2011 1462 1470
5. B. Chen, and G.W. Wornell Quantization index modulation methods: a class of provably good methods for digital watermarking and information embedding IEEE Transactions on Information Theory 47 4 2001 1423 1443
6. C. Deng, X. Gao, X. Li, and D. Tao A local Tchebichef moments-based robust image watermarking Signal Processing 89 2009 1531 1539
7. A. Giakoumaki, S. Pavlopoulos, and D. Koutsouris Multiple image watermarking applied to health information management IEEE Transactions, Information Technology in Biomedicine 10 4 2006 722 732
8. C. Harris, and M. Stephens A combined corner and edge detector Fourth Alvey Vision Conference Proceedings 1988 147 151
9. F. Hartung, and M. Kutter Multimedia watermarking techniques IEEE Proceedings 87 7 1999 1079 1107
10. K.M. Hosny Fast computation of accurate Zernike moments Journal of Real-Time Image Processing 3 1-2 2008 97 107
11. K.M. Hosny, M.A. Shuman, and M.H. Abdel Salam Fast computation of orthogonal Fourier-Mellin moments in polar coordinates Journal of Real Time Image Processing 6 2 2011 73 80
12. K.M. Hosny A systematic method for efficient computation of full and subsets Zernike moments Information Sciences 180 11 2010 2299 2313
13. I.A. Ismail, M.A. Shuman, K. Hosny, and M.H.M. Abdel Salam Invariant image watermarking using accurate Zernike moments Journal of Computer Science 6 1 2010 52 59
14. B.S. Kim, J.G. Choi, and K.H. Park Image normalization using invariant centroid for RST invariant digital image watermarking First International Workshop on Digital Watermarking Proceedings, vol. 2613 2003 202 210
15. H.S. Kim, and H.K. Lee Invariant image watermark using Zernike moments IEEE Transactions, Circuits and Systems for Video Technology 13 8 2003 766 775
16. L. Li, H.H. Xu, Ch.Ch. Chang, and Y.Y. Ma A novel image watermarking in redistributed invariant wavelet domain Journal of Systems and Software 84 6 2011 923 929
17. L. Li, X. Yuan, Z. Lu, and J.S. Pan Rotation invariant watermark embedding based on scale-adapted characteristic regions Information Sciences 180 15 2010 2875 2888
18. H. Liu, X. Yao, and J. Huang Semi-fragile Zernike moment-based image watermarking for authentication EURASIP Journal on Advances in Signal Processing 2010 1 17
19. K. Mikolajczyk, and C. Schmid An afne invariant interest point detector Proceedings of the 7th European Conference on Computer Vision, vol. 1 2002 128 142
20. K. Mikolajczyk, and C. Schmid Scale & affine invariant interest point detectors International Journal of Computer Vision 60 1 2004 63 86
21. R. Mukundan, S.H. Ong, and P.A. Lee Image analysis by Tchebichef moments IEEE Transactions, Image Processing 10 9 2001 1357 1364
22. N. Nikolaidis, and I. Pitas Robust image watermarking in the spatial domain Signal Processing 66 3 1998 385 403
23. P.Y. Pai, Ch.Ch. Chang, Y.K. Chan, and M.H. Tsai An adaptable threshold detector Information Sciences 181 8 2011 1463 1483
24. G.A. Papakostas, Y.S. Boutalis, D.A. Karras, and B.G. Mertzios A new class of Zernike moments for computer vision applications Information Sciences 177 13 2007 2802 2819
25. G.A. Papakostas, E.G. Karakasis, and D.E. Koulouriotis Novel moment invariants for improved classification performance in computer vision applications Pattern Recognition 43 1 2010 58 68
26. G.A. Papakostas, E.G. Karakasis, and D.E. Koulouriotis Efficient and accurate computation of geometric moments on gray-scale images Pattern Recognition 41 6 2008 1895 1904
27. G.A. Papakostas, D.E. Koulouriotis, and E.G. Karakasis A unified methodology for the efficient computation of discrete orthogonal image moments Information Sciences 179 20 2009 3619 3633
28. G.A. Papakostas, D.E. Koulouriotis, and E.G. Karakasis Computation strategies of orthogonal image moments: a comparative study Applied Mathematics and Computation 216 1 2010 1 17
29. G.A. Papakostas, E.D. Tsougenis, and D.E. Koulouriotis Near optimum local image watermarking using Krawtchouk Moments IEEE Proceedings, International Conference on Imaging Systems and Techniques 2010 464 467
30. G.A. Papakostas, E.D. Tsougenis, D.E. Koulouriotis, and V.D. Tourassis On the robustness of Harris detector in image watermarking attacks Optics Communications 284 19 2011 4394 4407
31. F.A.P. Petitcolas, and M.G. Kuhn StirMark 2 1997 http://www.cl.cam.ac.uk/ ∼fapp2/watermarking/stirmark/ (accessed February 2011)
32. M.A. Savelonas, and S. Chountasis Noise-resistant watermarking in the fractional Fourier domain utilizing moment-based image representation Signal Processing 90 8 2010 2521 2528
33. D. Shen Discriminative wavelet shape descriptors for recognition of 2-D patterns Pattern Recognition 32 1999 151 163
34. Y. Sheng, and L. Shen Orthogonal Fourier-Mellin moments for invariant pattern recognition Journal of the Optical Society of America-A 11 6 1994 1748 1757
35. N. Singhal, Y.Y. Lee, C.S. Kim, and S.U. Lee Robust image watermarking using local Zernike Moments Visual Communication and Image Representation 20 2009 408 419
36. M.R. Teague Image analysis via the general theory of moments Optical Society of America 70 1980 920 930
37. A. Tirkel, G. Rankin, R. van Schyndel, W. Ho, N. Mee, and C. Osborne Electronic water mark DICTA Proceedings 1993 666 672
38. H.H. Tsai, and Ch.Ch. Liu Wavelet-based image watermarking with visibility range estimation based on HVS and neural networks Pattern Recognition 44 4 2011 751 763
39. H.H. Tsai, H.C. Tseng, and Y.S. Lai Robust lossless image watermarking based on α-trimmed mean algorithm and support vector machine Journal of Systems and Software 83 6 2010 1015 1028
40. M. Ulutas, G. Ulutas, and V.V. Nabiyev Medical image security and EPR hiding using Shamir's secret sharing scheme Journal of Systems and Software 84 3 2011 341 353
41. A. Venkataramana, and P.A. Raj Image watermarking using Krawtchouk moments IEEE Proceedings, International Conference on Computing: Theory and Applications 2007 676 680
42. X.Y. Wang, Y.P. Yang, and H.Y. Yang Invariant image watermarking using multi-scale Harris detector and wavelet moments Computers and Electrical Engineering 36 1 2010 31 44
43. X.Y. Wang, P.P. Niu, and M.Y. Lu A robust digital audio watermarking scheme using wavelet moment invariance Journal of Systems and Software 84 8 2011 1408 1421
44. Y. Xin, S. Liao, and M. Pawlak Circularly orthogonal moments for geometrically robust image watermarking Pattern Recognition 40 12 2007 3740 3752
45. P.T. Yap, and R. Paramesran Local watermarks based on Krawtchouk moments IEEE Proceedings, Region Conference TENCON, vol. 2 2004 73 76
46. P.T. Yap, R. Paramesran, and S.H. Ong Image analysis by Krawtchouk Moments IEEE Transactions, Image Processing 12 11 2003 1367 1377
47. F. Zhang, X. Zhang, and H. Zhang Digital image watermarking capacity and detection error rate Pattern Recognition Letters 28 1 2007 1 10
48. G. Zhang, L. Zhu, B. Fu, B. Li, J. Liao, X. Fan, and Z. Xi A symmetry and bi-recursive algorithm of accurately computing Krawtchouk moments Pattern Recognition Letters 31 7 2010 548 554
49. L. Zhang, W.W. Xiao, and Z. Ji Local affine transform invariant image watermarking by Krawtchouk moment invariants IET, Information Security 1 3 2007 97 105