2.5D face recognition using Patch Geodesic Moments

Pattern Recognition

Volumn 45, Issue 3, 2012, Pages 969-982

  Hajati, Farshid ^a,b   Raie, Abolghasem A ^a   Gao, Yongsheng ^b,c  

^a AMIRKABIR UNIVERSITY OF TECHNOLOGY   (Iran)

^b GRIFFITH UNIVERSITY   (Australia)

^c CSIRO   (Australia)

Author keywords

2.5D face recognition; Geodesic distance; Moment; Patch Geodesic Distance; Patch Geodesic Moment; Patch based

Indexed keywords

2.5D FACE RECOGNITION; GEODESIC DISTANCES; MOMENT; PATCH GEODESIC MOMENT; PATCH-BASED;

GEODESY; METADATA; OBJECT RECOGNITION; TEXTURES;

FACE RECOGNITION;

EID: 80054976584     PISSN: 00313203     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patcog.2011.08.025     Document Type: Article

References (37)

1. A.F. Abate, M. Nappi, D. Riccio, and G. Sabatino 2D and 3D face recognition: a survey Pattern Recognition Letters 28 14 2007 1885 1906 (Pubitemid 47259204)
2. V. Blanz, and T. Vetter Face recognition based on fitting a 3D morphable model IEEE Transactions on Pattern Analysis and Machine Intelligence 25 9 2003 1063 1074
3. J.Y. Cartoux, J.T. LaPreste, M. Richetin, Face authentication or recognition by profile extraction from range images, in: Proceedings of the Workshop Interpretation of 3D Scenes, 1989, pp. 194199. (Pubitemid 20724071)
4. G.G. Gordon, Face recognition based on depth and curvature features, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1992, pp. 108110.
5. H.T. Tanaka, M. Ikeda, H. Chiaki, Curvature-based face surface recognition using spherical correlation - principal directions for curved object recognition, in: Proceedings of the Third International Conference on Face and Gesture Recognition, 1998, pp. 372377.
6. C. Chua, F. Han, Y. Ho, 3D human face recognition using point signature, in: Proceedings of the Fourth International Conference on Automatic Face and Gesture Recognition, 2000, pp. 233238.
7. G. Pan, Z. Wu, Y. Pan, Automatic 3D face verification from range data, in: Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003, pp. 193196.
8. K. Chang, K. Bowyer, P. Flynn, Multi-modal 2D and 3D biometrics for face recognition, in: Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures, 2003, pp. 187195.
9. S. Malassiotis, and M.G. Strintzis Robust face recognition using 2D and 3D data: pose and illumination compensation Pattern Recognition 38 12 2005 2537 2548 (Pubitemid 41336722)
10. P. Besl, and N. McKay A method for registration of 3D shapes IEEE Transactions on Pattern Analysis and Machine Intelligence 14 2 1992 239 256
11. L.R. Rabiner Tutorial on hidden Markov models and selected applications in speech recognition Proceedings of IEEE 77 2 1989 267 296
12. X. Lu, A.K. Jain, and D. Colbry Matching 2.5D face scans to 3D models IEEE Transactions on Pattern Analysis and Machine Intelligence 28 1 2006 31 43
13. L. Yin, X. Wei, Y. Sun, J. Wang, M.J. Rosato, A 3D facial expression database for facial behavior research, in: Proceedings of the Seventh International Conference on Automatic Face and Gesture Recognition (FGR), 2006, pp. 211216. (Pubitemid 44711352)
14. A. Savran, N. Alyüz, H. Dibekliolu, O. Çeliktutan, B. Gökberk, B. Sankur, L. Akarun, Bosphorus database for 3D face analysis, in: Proceedings of the First COST 2101 Workshop on Biometrics and Identity Management (BIOID), 2008, pp. 4756.
15. J. Bouttier, P. Di Francesco, and E. Guitter Geodesic distance in planar graphs Nuclear Physics 663 3 2003 535 567 (Pubitemid 36795112)
16. J.A. Sethian Level Set Methods and Fast Marching Methods Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science 1999 Cambridge University Press Cambridge
17. J.A. Sethian A fast marching level set method for monotonically advancing fronts Proceedings of the National Academy of Sciences 93 4 1996 1591 1595 (Pubitemid 26075170)
18. R. Kimmel, and J.A. Sethian Computing geodesic paths on manifolds Applied Mathematics 95 15 1998 8431 8435 (Pubitemid 28350504)
19. M. Hilaga, Y. Shinagawa, T. Kohmura, T.L. Kunii, Topology matching for fully automatic similarity estimation of 3D shapes, in: Proceedings of the 28th Annual Conference on Computer Graphics and Interactive Techniques, 2001, pp. 203212. (Pubitemid 33047305)
20. G. Reeb On the singular points of a completely integrable pfaff form or of a numerical function Comptes Rendus de lAcademic Sciences. Paris 222 1 1946 847 849
21. A. Elad, and R. Kimmel On bending invariant signatures for surfaces IEEE Transactions on Pattern Analysis and Machine Intelligence 25 10 2003 1285 1295
22. A.M. Bronstein, M.M. Bronstein, and R. Kimmel Expression-invariant representations of faces IEEE Transactions on Image Processing 16 1 2007 188 197 (Pubitemid 46437481)
23. A.M. Bronstein, M.M. Bronstein, R. Kimmel, A. Spira, Face recognition from facial surface metric, in: Proceedings of the Eighth European Conference on Computer Vision, 2004, pp. 225237.
24. I. Mpiperis, S. Malassiotis, and M.G. Strintzis 3-D face recognition with the geodesic polar representation IEEE Transactions on Information Forensics and Security 2 3 2007 537 547 (Pubitemid 47290587)
25. Y.R. Tsai, L. Cheng, S. Osher, and H. Zhao Fast sweeping algorithms for a class of HamiltonJacobi equations SIAM Journal on Numerical Analysis 41 2 2003 673 694
26. S.T. Roweis, and L.K. Saul Nonlinear dimensionality reduction by locally linear embedding Science 290 1 2000 2323 2326 (Pubitemid 32041578)
27. J.B. Tenenbaum, V.D. Silva, and J.C. Langford A global geometric framework for nonlinear dimensionality reduction Science 290 1 2000 2319 2323 (Pubitemid 32041577)
28. C.H. Teh, and R.T. Chin On image analysis by the methods of moments IEEE Transactions on Pattern Analysis and Machine Intelligence 10 4 1988 496 513
29. A. Nabatchian, E. Abdel-Raheem, M. Ahmadi, Human face recognition using different moment invariants: a comparative study, in: Proceedings of the Congress on Image and Signal Processing, 2008, pp. 661666.
30. M. Hu Visual pattern recognition by moment invariants IRE Transactions on Information Theory IT-8 1 1962 179 187
31. R. Bamieh, and R. De Figueiredo A general moment-invariants/attributed- graph method for three dimensional object recognition from a single image IEEE Journal of Robotics and Automation RA-2 1 1986 31 41
32. M.R. Teague Image analysis via the general theory of moments Journal of the Optical Society of America 70 1 1980 920 930
33. F. Zernike Beugungstheorie des Schneidenverfahrens und seiner verbesserten Form, der Phasenkontrastmethode Physica 1 1 1934 689 704
34. P. Tzouveli, K. Ntalianis, S. Kollias, Human face watermarking based on Zernike Moments, in: Proceedings of the Fifth IEEE International Symposium on Signal Processing and Information Technology, 2005, pp. 399404.
35. H.R. Kanan, K. Faez, and Y. Gao Face recognition using adaptively weighted patch PZM array from a single exemplar image per person Pattern Recognition 41 12 2008 3799 3812
36. 3D Mega Capturor. 〈http://www.inspeck.com/pages/3d-mega-capturor. html〉.
37. S.A. Rizvi, P.J. Phillips, H. Moon, The FERET verification testing protocol for face recognition algorithms, in: Proceedings of the International Conference on Face and Gesture Recognition, 1998.