A 3D face recognition system for expression and occlusion invariance

BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems

Volumn , Issue , 2008, Pages

  Alyiiz, Neşe ^a   Gokberk, Berk ^b   Akarun, Lale ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

^b PHILIPS RESEARCH LABORATORIES   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

3D FACE RECOGNITION; 3D FACES; ALIGNMENT METHODS; FACIAL EXPRESSIONS; FACIAL REGIONS; HOLISTIC APPROACH; IDENTIFICATION RATES; ITERATIVE CLOSEST POINT ALGORITHM; PERFORMANCE GAIN; RECOGNITION METHODS; REGIONAL MODEL;

ALIGNMENT; BIOMETRICS; INDUCTIVELY COUPLED PLASMA; THREE DIMENSIONAL;

FACE RECOGNITION;

EID: 67549122510     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2008.4699389     Document Type: Conference Paper

References (18)

1. K. W. Bowyer, K. Chang, and P. Flynn, "A survey of approaches and challenges in 3D and multi-modal 3D+2D face recognition," in Computer Vision and Image Understanding, 2006, vol. 101, pp. 1-15.
2. P.J. Phillips, P.J. Flynn, W.T. Scruggs, K.W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W.J. Worek, "Overview of the face recognition grand challenge," in Proc. IEEE Conf. Computer Vision and Pattern Recognition, 2005, vol. 1, pp. 947-954.
3. P. Jonathon Phillips, W. Todd Scruggs, Alice J. O'Toole, Patrick J. Flynn, Kevin W. Bowyer, Cathy L. Schott, and Matthew Sharpe, FRVT 2006 and ICE 2006 Large-Scale Results (NISTIR 7408), March 2007.
4. I. A. Kakadiaris, G. Passalis, G. Toderici, M. N. Murtuza, Y. Lu, N. KarampatziaMs, and T. Theoharis, "Three-dimensional face recognition in the presence of facial expressions: an annotated deformable model approach," IEEE Trans, on RAMI, vol. 29, no. 4, pp. 640-649, 2004.
5. K. I. Chang, K. W. Bowyer, and P. J. Flynn, "Multiple nose region matching for 3D face recognition under varying facial expression," IEEE Transactions on PAMI, vol. 28, pp. 1695-1700, 2006.
6. T. Faltemier, K. W. Bowyer, and P. J. Flynn, "3D face recognition with region committee voting," in Proc. 3DPVT, 2006, pp. 318-325.
7. A. S. Mian, M. Bennamoun, and R. Owens, "An efficient multimodal 2D-3D hybrid approach to automatic face recognition," IEEE Trans, on PAMI, vol. 29, no. 11, pp. 1927-1943, 2007.
8. F. Tarres and A. Rama, "A novel method for face recognition under partial occlusion or facial expression variations," ELMAR, 2005. 47th International Symposium, pp. 163-166, 2005.
9. A.M. Martinez, "Recognizing Imprecisely Localized, Partially Occluded, and Expression Variant Faces from a Single Sample per Class," 2002.
10. J. Kim, J. Choi, J. Yi, and M. Turk, 'Effective Representation Using ICA for Face Recognition Robust to Local Distortion and Partial Occlusion," IEEE Transactions on PAMI, pp. 1977-1981, 2005.
11. A. Colombo, C. Cusano, and R. Schettini, "Detection and restoration of occlusions for 3D face recognition," Proc. of IEEE International Conference on Multimedia & Expo, pp. 1541-1544, 2006.
12. A. Colombo, C. Cusano, and R. Schettini, "Face" 3 a 2D+ 3D Robust Face Recognition System," Image Analysis and Processing, 2007. ICIAP 2007. 14th International Conference on, pp. 393-398, 2007.
13. M. O. Irfanoglu, B. Gokberk, and L. Akarun, "3D shape-based face recognition using automatically registered facial surfaces," in Proc. ICPR, 2004, vol. 4, pp. 183-186.
14. C. Goodall, "Procrustes methods in the statistical analysis of shape," Journal of the Royal Statistical Society B, vol. 53, no. 2, pp. 285-339, 1991.
15. A. A. Salah, N. Alyiiz, and L. Akarun, "3D face registration with average face models," Journal of Electronic Imaging, in press.
16. B. Gökberk, H. Dutagaci, L. Akarun, and B. Sankur, "Representation plurality and decision level fusion for 3D face recognition," IEEE Trans, on Systems, Man, and Cybernetics, in press.
17. B. Gökberk and L. Akarun, "Comparative analysis of decision-level fusion algorithms for 3D face recognition," in Proc. ICPR, 2006, pp. 1018-1021.
18. "3D face recognition performance under adversorial conditions," in eNTERFACE'07 Workshop on Multimodal Interfaces (http://www.cmpe.boun.edu. tr/enterface07/), Istanbul, Turkey, 2007.