Oriented Gradient Maps based automatic asymmetric 3D-2D face recognition

Proceedings - 2012 5th IAPR International Conference on Biometrics, ICB 2012

Volumn , Issue , 2012, Pages 125-131

  Huang, Di ^a,b   Ardabilian, Mohsen ^b   Wang, Yunhong ^a   Chen, Liming ^b  

^a BEIHANG UNIVERSITY   (China)

^b UNIVERSITÉ DE LYON   (France)

Author keywords

[No Author keywords available]

Indexed keywords

3D FACES; CANONICAL CORRELATION ANALYSIS; COMPARATIVE EXPERIMENTS; FACIAL DESCRIPTION; FACIAL IMAGES; GRADIENT INFORMATIONS; GRADIENT MAP; LOCAL GEOMETRY; LOCAL TEXTURE; SPARSE REPRESENTATION; VISION BASED;

BIOMETRICS; IMAGE MATCHING; THREE DIMENSIONAL COMPUTER GRAPHICS;

FACE RECOGNITION;

EID: 84866778912     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICB.2012.6199769     Document Type: Conference Paper

References (23)

1. T. Ahonen, A. Hadid, and M. Pietikinen. Face recognition with local binary patterns. In European Conference on Computer Vision, 2004.
2. F. R. Al-Osaimi, M. Bennamoun, and A. S. Mian. An expression deformation approach to non-rigid 3d face recognition. International Journal of Computer Vision, 81(3):302-316, 2009.
3. N. Alyuz, B. Gookberk, and L. Akarun. Regional registration for expression resistant 3-d face recognition. IEEE Transactions on Information Forensics and Security, 5(3):425-440, 2010.
4. K. W. Bowyer, K. Chang, and P. J. Flynn. A survey of approaches and challenges in 3d and multi-modal 3d + 2d face recognition. Computer Vision and Image Understanding, 101:1-15, 2006.
5. S. Edelman, N. Intrator, and T. Poggio. Complex cells and object recognition. http://kybele.psych.cornell.edu/edelman/archive.html, 1997.
6. T. C. Faltemier, K. W. Bowyer, and P. Flynn. A region ensemble for 3-d face recognition. IEEE Transactions on Information Forensics and Security, 3(1):62-73, 2008.
7. D. R. Hardoon, S. Szedmak, and J. Shawe-taylor. Canonical correlation analysis: an overview with application to learning methods. Neural Computation, 16(12):2639-2664, 2004.
8. D. Huang, M. Ardabilian, Y. Wang, and L. Chen. Asymmetric 3d/2d face recognition based on lbp facial representation and canonical correlation analysis. In International Conference on Image Processing, 2009.
9. D. Huang, M. Ardabilian, Y. Wang, and L. Chen. Automatic asymmetric 3d-2d face recognition. In International Conference on Pattern Recognition, 2010.
10. D. Huang, M. Ardabilian, Y.Wang, and L. Chen. A novel geometric facial representation based on multi-scale extended local binary patterns. In IEEE International Conference on Automatic Face and Gesture Recognition, 2011.
11. D. Huang, W. Ben Soltana, M. Ardabilian, Y. Wang, and L. Chen. Textured 3d face recognition using biological vision-based facial representation and optimized weighted sum fusion. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops on Biometrics, 2011.
12. D. Huang, K. Ouji, M. Ardabilian, Y. Wang, and L. Chen. 3d face recognition based on local shape patterns and sparse representation classifier. In International Conference on Multimedia Modeling, 2011.
13. D. Huang, G. Zhang, M. Ardabilian, Y. Wang, and L. Chen. 3d face recognition using distinctiveness enhanced facial representations and local feature hybrid matching. In IEEE International Conference on Biometrics: Theory, Applications, and Systems, 2010.
14. I. A. Kakadiaris, G. Passalis, G. Toderici, M. N. Murtuza, Y. Lu, N. Karampatziakis, and T. Theoharis. Threedimensional face recognition in the presence of facial expressions: an annotated deformable model approach. IEEE Transactions on Pattern Analysis and Machine Intelligence, 29(4):640-649, 2007.
15. P. J. Phillips, P. Flynn, T. Scruggs, K. W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek. Overview of the face recognition grand challenge. In IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2005.
16. C. Queirolo, L. Silva, O. Bellon, and M. Segundo. 3d face recognition using simulated annealing and the surface interpenetration measure. IEEE Transactions on Pattern Analysis and Machine Intelligence, 32(2):206-219, 2010.
17. A. Rama, F. Tarres, D. Onofrio, and B. Tubaro. Mixed 2d- 3d information for pose estimation and face recognition. In International Conference on Acoustics, Speech and Signal Processing, 2006.
18. D. Riccio and J.-L. Dugelay. Asymmetric 3d/2d processing: a novel approach for face recognition. In International Conference on Image Analysis and Processing, 2005.
19. A. Scheenstra, A. Ruifrok, and R. C. Veltkamp. A survey of 3d face recognition methods. In International Conference on Audio- and Video-Based Biometric Person Authentication, 2005.
20. L. Spreeuwers. Fast and accurate 3d face recognition using registration to an intrinsic coordinate system and fusion of multiple region classifiers. International Journal of Computer Vision, 93(3):389-414, 2011.
21. J. Wright, A. Yang, A. Ganesh, S. Sastry, and Y. Ma. Robust face recognition via sparse representation. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(2):210-227, 2009.
22. W. Yang, D. Yi, Z. Lei, J. Sang, and S. Li. 2d-3d face matching using cca. In IEEE International Conference on Automatic Face and Gesture Recognition, 2008.
23. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld. Face recognition: a literature survey. ACM Computing Surveys, 35:399-458, 2003.