3D face recognition: An automatic strategy based on geometrical descriptors and landmarks

Robotics and Autonomous Systems

Volumn 62, Issue 12, 2014, Pages 1768-1776

  Vezzetti, Enrico ^a   Marcolin, Federica ^a   Fracastoro, Giulia ^a  

^a POLITECNICO DI TORINO   (Italy)

Author keywords

3D face; Face recognition; Geodesic distance; Geometry; Landmark; Shape index

Indexed keywords

ALGORITHMS; GEODESY; GEOMETRY;

3D FACES; DIFFERENTIAL GEOMETRY; FACE RECOGNITION ALGORITHMS; GAUSSIAN CURVATURES; GEODESIC DISTANCES; GEOMETRICAL PROPERTY; LANDMARK; SHAPE INDEXES;

FACE RECOGNITION;

EID: 84908452024     PISSN: 09218890     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.robot.2014.07.009     Document Type: Article

References (25)

1. S. Gupta, M.K. Markey, A.C. Bovik, Anthropometric 3D face recognition, Int. J. Comput. Vis. 90 (2010) 331-349.
2. X. Zhao, E. Dellandréa, L. Chen, D. Samaras, AU recognition on 3D faces based on an extended statistical facial feature model, in: Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010, pp. 1-6.
3. J.J. Koenderink, A.J. van Doorn, Surface shape and curvature scales, Image Vis. Comput. 10 (8) (1992) 557-564.
4. G. Passalis, P. Perakis, T. Theoharis, I.A. Kakadiaris, Using facial symmetry to handle pose variations in real-world 3D face recognition, IEEE Trans. Pattern Anal. Mach. Intell. 33 (10) (2011) 1938-1951.
5. T. Inan, U. Halici, 3-D face recognition with local shape descriptors, IEEE Trans. Inf. Forensics Secur. 7 (2) (2012) 577-587.
6. A. Bronstein, M. Bronstein, R. Kimmel, Three-dimensional face recognition, Int. J. Comput. Vis. 64 (1) (2005) 5-30.
7. A. Bronstein, M. Bronstein, R. Kimmel, Expression-invariant face recognition via spherical embedding, in: IEEE International Conference on Image Processing, Vol. 3, 2005, pp. 756-759.
8. A. Bronstein, M. Bronstein, R. Kimmel, Robust expression-invariant face recognition from partially missing data, in: Lecture Notes in Computer Science, vol. 3953, 2006, pp. 396-408.
9. S. Berretti, A. Del Bimbo, P. Pala, Description and retrieval of 3D face models using iso-geodesic stripes, in: Proceedings of the 8th ACM International Workshop on Multimedia Information Retrieval, October, 2006, pp. 13-22.
10. S. Berretti, A. Del Bimbo, P. Pala, 3D face recognition using isogeodesic stripes, IEEE Trans. Pattern Anal. Mach. Intell. 32 (12) (2010) 2162-2177.
11. S. Feng, H. Krim, I.A. Kogan, 3D face recognition using Euclidean integral invariants signature, in: IEEE/SP 14th Workshop on Statistical Signal Processing, 2007, pp. 156-160.
12. K. Ouji, B.B. Amor, M. Ardabilian, F. Ghorbel, L. Chen, 3D face recognition using ICP and geodesic computation coupled approach, in: IEEE/ACM SITIS, Hammamet, Tunisia, 2006, pp. 425-444.
13. I. Mpiperis, S. Malassiotis, M.G. Strintzis, 3-D face recognition with the geodesic polar representation, IEEE Trans. Inf. Forensics Secur. 2 (3) (2007) 537-547.
14. X. Li, H. Zhang, Adapting geometric attributes for expression-invariant 3D face recognition, in: IEEE International Conference on Shape Modeling and Applications, 2007, pp. 21-32.
15. X. Li, H. Zhang, Expression-insensitive 3D face recognition using sparse representation, in: IEEE Conference on Computer Vision and Pattern Recognition, 2009, pp. 2575-2582.
16. S. Jahanbin, H. Choi, A.C. Bovik, Passive multimodal 2-D+3-D face recognition using gabor features and landmark distances, IEEE Trans. Inf. Forensics Secur. 6 (4) (2011) 1287-1304.
17. L.G. Farkas, Anthropometry of the Head and Face in Medicine, Elsevier North Holland, Inc., New York, 1981.
18. D. Smeets, P. Claes, D. Vanermeulen, J.G. Clement, Objective 3D face recognition: Evolution, approaches and challenges, Forensic Sci. Int. 201 (2010) 125-132.
19. P.S. Heckbert, Survey of texture mapping, Comput. Graph. Appl. 6 (11) (1986) 56-67.
20. E. Vezzetti, F. Marcolin, Geometry-based 3D face morphology analysis: soft-tissue landmark formalization, Multimedia Tools Appl. (2013) 1-35.
21. M.P. Do Carmo, Differential Geometry of Curves and Surfaces, Prentice-Hall, New Jersey, 1976.
22. G. Gordon, Face recognition based on depth and curvature features, in: IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1992, pp. 808-810.
23. R. Snelick, U. Uludag, A. Mink, M. Indovina, A. Jain, Large-scale evaluation of multimodal biometric authentication using state-of-the-art systems, IEEE Trans. Pattern Anal. Mach. Intell. 27 (3) (2005) 450-455.
24. P. Ekman, Universal facial expressions of emotions, Calif. Mental Health Res. Dig. 8 (4) (1970) 151-158.
25. P. Ekman, D. Keltner, Facial Expressions of Emotions, Lawrence Erlbaum Associates Publisher, Mahwah, New Jersey, 1997.