3-D face recognition with the geodesic polar representation

IEEE Transactions on Information Forensics and Security

Volumn 2, Issue 3, 2007, Pages 537-547

  Mpiperis, Iordanis ^b   Malassiotis, Sotiris ^c   Strintzis, Michael G ^a,b  

^a IEEE

^b ARISTOTLE UNIVERSITY OF THESSALONIKI   (Greece)

^c INFORMATICS AND TELEMATICS INSTITUTE   (Greece)

Author keywords

Face recognition; Geodesic polar coordinates; Isometric mapping; Range images

Indexed keywords

ALGORITHMS; CONFORMAL MAPPING; IMAGE CLASSIFICATION; PARAMETERIZATION; THREE DIMENSIONAL COMPUTER GRAPHICS;

GEODESIC POLAR COORDINATES; ISOMETRIC MAPPING; RANGE IMAGES;

FACE RECOGNITION;

EID: 34548055601     PISSN: 15566013     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIFS.2007.902326     Document Type: Article

References (29)

1. K. Chang, K. Bowyer, and P. Flynn, "Face recognition using 2D and 3D facial data," in Proc. Multimodal User Authentication Workshop, Santa Barbara, CA, Dec. 2003, pp. 25-32.
2. K. Bowyer, K. Chang, and P. Flynn, "A survey of approaches and challenges in 3D and multi-modal 3D + 2D face recognition," Comp. Vis., Image Understanding, vol. 101, pp. 1-15, 2006.
3. J. C. Lee and E. Milios, "Matching range images of human faces," in Proc. IEEE Int. Conf. Image Processing, 1990, pp. 722-726.
4. H. T. Tanaka, M. Ikeda, and H. Chiaki, "Curvature-based face surface recognition using spherical correlation, principal directions for curved object recognition," in Proc. IEEE 3rd Int. Conf. Automatic Face and Gesture Recognition, 1998, pp. 372-377.
5. P. J. Besl and N. D. McKay, "A method for registration of 3-D shapes," IEEE Trans. Pattern Anal. Mach. Intell., vol. 14, no. 2, pp. 239-256, Feb. 1992.
6. X. Lu and A. Jain, "Deformation analysis for 3D face matching," presented at the 7th IEEE Workshop on Applications of Computer Vision, CO, 2005.
7. S. Malassiotis and M. G. Strintzis, "Robust real-time 3D head pose estimation from range data," Pattern Recognit., vol. 38, no. 9, pp. 1153-1165, Aug. 2005.
8. F. Tsalakanidou, S. Malassiotis, andM. G. Strintzis, "Face localization and authentication using color and depth images," IEEE Trans. Image Process., vol. 14, no. 2, pp. 152-168, Feb. 2005.
9. C.-S. Chua, F. Han, and Y.-K. Ho, "3D human face recognition using point signature," in Proc. 4th IEEE Int. Conf. Automatic Face and Gesture Recognition, 2000, pp. 233-238.
10. K. Chang, K. Bowyer, and P. Flynn, "Effects on facial expression in 3D face recognition," in Proc SPIE Conf. Biometrie Technology for Human Identification, 2005, pp. 132-143.
11. C. Samir, A. Srivastava, and M. Daoudi, "Three-dimensional face recognition using shapes of facial curves," IEEE Trans. Pattern Anal. Mach. Intell., vol. 28, no. 11, pp. 1858-1863, Nov. 2006.
12. T. F. Cootes, G. J. Edwards, and C. J. Taylor, "Active appearance models," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 6, pp. 681-685, Jun. 2001.
13. G. Passalis, I. Kakadiaris, T. Theoharis, G. Toderici, and N. Murtuza, "Evaluation of 3D face recognition in die presence of facial expressions: An annotated deformable model approach," presented at the IEEE Workshop Face Recognition Grand Challenge Experiments, Jun. 2005.
14. M. Ramachandran, S. K. Zhou, D. Jhalani, and R. Chellappa, "A method for converting a smiling face to a neutral face with applications to face recognition," presented at the IEEE Int. Conf. Acoustics, Speech, and Signal Processing, Philadelphia, PA, Mar. 2005.
15. A. Elad and R. Kimmel, "Bending invariant representations for surfaces," in Proc. Conf. Computer Vision and Pattern Recognition, 2001, vol. 1, pp. 168-174.
16. A. M. Bronstein, M. M. Bronstein, R. Kimmel, and A. Spira, "Face recognition from, facial surface metric," presented at the Eur. Conf. Computer Vision, Prague, Czech Republic, 2004.
17. A. M. Bronstein, M. M. Bronstein, and R. Kimmel, "Expression-in- variant 3D face recognition," in Proc. Audio- and Video-based Biometric Person Authentication (AVBPA), Lecture Notes in Comp. Science, Springer, 2003.
18. A. M. Bronstein, M. M. Bronstein, and R. Kimmel, "Three-dimensional face recognition," Int. J. Comput. Vis., vol. 64, no. 1, pp. 5-30, Aug. 2005.
19. A. M. Bronstein, M. M. Bronstein, and R. Kimmel, "Expression- invariant representations of faces," IEEE Trans. Image Process., vol. 16, no. 1, pp. 188-197, Jan. 2007.
20. Y. Tsai, L. Cheng, S. Osher, and H. Zhao, "Fast sweeping algorithms for a class of Hamilton-Jacohi equations," SIAM J. Numer. Anal., 2003.
21. J. A. Sethian, Level Set Methods and Fast Marching Methods Evolving Interfaces in Computational Geometry, Fluid Mechanics, Computer Vision, and Materials Science. Cambridge, U.K.: Cambridge Univ. Press, 1999.
22. C. Kao, S. Osher, and Y. Tsai, "Fast sweeping methods for static Hamilton-Jacobi equations," Soc. Ind. Appl. Math., vol. 42, pp. 2612-2632, 2005.
23. R. Kimmel and J. Sethian, "Computing geodesic paths on manifolds," in Proc. Nat. Academy Sci., 1998, vol. 95, pp. 8431-8435.
24. S. Teukolsky, W. Vetterling, and B. Flannery, Numerical Recipes in C Second Edition. Cambridge, MA: Cambridge Univ. Press, 1992.
25. M. Do Carmo, Differential Geometry of Curves and Surfaces. Englewood Cliffs, NJ: Prentice-Hall, 1976.
26. S. Rizvi, P. Phillips, and H. Moon, "The feret verification testing protocol for face recognition algorithms," in Proc. IEEE Int. Conf. Autom. Face and Gesture Recog., 1998, pp. 48-53.
27. M. Turk and A. Pentland, "Face recognition using eigenfaces," in Proc. Conf. Computer Vision and Pattern Recognition, 1991, pp. 586-591.
28. L. Yin, X. Wei, Y. Sun, J. Wang, and M. J. Rosato, "A 3D facial expression database for facial behavior research," in Proc. 7th Int. Conf. Automatic Face and Gesture Recognition, Apr. 2007, pp. 211-216.
29. F. Forster, P. Rummel, M. Lang, and B. Radig, "The hiscore camera: A real time three dimensional and color camera," in Proc. Int. Conf. Image Process., Oct. 2001, vol. 2, pp. 598-601.