3D face recognition using distinctiveness enhanced facial representations and local feature hybrid matching

IEEE 4th International Conference on Biometrics: Theory, Applications and Systems, BTAS 2010

Volumn , Issue , 2010, Pages

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

^a CNRS   (France)

^b BEIHANG UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

3D FACE RECOGNITION; ACCURATE REGISTRATION; DEPTH MAP; FACE MASKS; FACIAL COMPONENTS; FACIAL SURFACES; GLOBAL CONSTRAINTS; HOLISTIC ANALYSIS; LOCAL BINARY PATTERNS; LOCAL FACIAL FEATURE; LOCAL FEATURE; MATCHING SCHEME; MULTISCALES; POSE VARIATION; RECOGNITION RATES; SCALE INVARIANT FEATURE TRANSFORMS; SHAPE INDICES;

BIOMETRICS; FEATURE EXTRACTION; THREE DIMENSIONAL;

FACE RECOGNITION;

EID: 78650333784     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2010.5634497     Document Type: Conference Paper

References (34)

1. A. K. Jain, A. Ross, and S. Prabhakar. "An introduction to biometric recognition," IEEE Transactions on Circuits and Systems for Video Technology, vol. 14, no. 1, pp. 4-20, 2004.
2. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld, "Face recognition: a literature survey," ACM Computing Survey, vol. 35, no. 4, pp. 399-458, 2003.
3. 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, vol. 101, no. 1, pp. 1-15, 2006.
4. A. F. Abate, M. Nappi, D. Riccio, and G. Sabatino, "2D and 3D face recognition: a survey," Pattern Recognition Letters, vol. 28, no. 14, pp. 1885-1906, 2007.
5. P. J. Phillips, H. Moon, P. J. Rauss, and S. Rizvi, "The FERET evaluation methodology for face recognition algorithms," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no. 10, pp. 1090-1104, 2000.
6. A. Scheenstra, A. Ruifrok, and R. C. Veltkamp, "A survey of 3D face recognition methods," International Conference on Audio and Video based Biometric Person Authentication, 2005.
7. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuro-Science, vol. 3, no. 1, pp. 71-86, 1991.
8. P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. fisherfaces: recognition using class specific linear projection," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 711-720, 1997.
9. L. Wiskott, J. M. Fellous, N. Kruger, and C. v. d. Malsburg, "Face recognition by elastic bunch graph matching," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 19, no. 7, pp. 775-779, 1997. (Pubitemid 127762270)
10. A. Pentland, B. Moghaddam, and T. Starner, "View-based and modular eigenspaces for face recognition," IEEE International Conference on Computer Vision and Pattern Recognition, pp. 84-91, 1994.
11. X. Lu, A. K. Jain, and D. Colbry, "Matching 2.5D face scans to 3D models," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 1, pp. 31-43, 2006.
12. I. A. Kakadiaris, G. Passalis, G. Toderici, M. N. Murtuza, Y. Lu, N. Karampatziakis, and T. Theoharis, "Three-dimensional face recognition in the presence of facial expressions: an annotated deformable model approach," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 4, pp. 640-649, 2007.
13. A. M. Bronstein, M. M. Bronstein, and R. Kimmel, "Three dimensional face recognition," International Journal of Computer Vision, vol. 64, no. 1, pp. 5-30, 2005.
14. C. Chua, F. Han, and Y. K. Ho, "3D human face recognition using point signature," IEEE International Conference on Automatic Face and Gesture Recognition, pp. 233-238, 2000.
15. A. S. Mian, M. Bennamoun, and R. Owens, "Keypoint detection and local feature matching for textured 3D face recognition," International Journal of Computer Vision, vol. 79, no. 1, pp. 1-12, 2008.
16. K. Ouji, B. B. Amor, M. Ardabilian, L. Chen, and F. Ghorbel, "3D face recognition using R-ICP and geodesic coupled approach," International Multimedia Modeling Conference, 2009.
17. A. S. Mian, M. Bennamoun, and R. Owens, "Region-based matching for robust 3D face recognition," British Machine Vision Conference, 2005.
18. J. Huang, B. Heisele, and V. Blanz, "Component-based face recognition with 3D morphable models," International Conference on Audio and Video Based Biometric Person Authentication, pp. 27-34, 2003.
19. S. Z. Li, C. Zhao, M. Ao, and Z. Lei, "Learning to fuse 3D+2D based face recognition at both feature and decision levels," 2nd International Workshop on Analysis and Modeling of Faces and Gesture, pp. 44-54, 2005.
20. P. J. Phillips, P. J. Flynn, T. Scruggs, K. W. Bowyer, K. I. Chang, K. Hoffman, J. Marques, J. Min, W. Worek, "Overview of the face recognition grand challenge. IEEE International Conference on Computer Vision and Pattern Recognition, vol. I, pp. 947-954, 2005.
21. Y. Wang, X. Tang, J. Liu, G. Pan, and R. Xiao, "3D face recognition by local shape difference boosting," European Conference on Computer Vision, pp. 603-616, 2008.
22. T. Ojala, M. Pietikäinen, and T. Maenpaa, "Multiresolution gray-scale and rotation invariant texture classification with local binary patterns," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 971-987, 2002.
23. T. Ahonen, A. Hadid, and M. Pietikäinen, "Face recognition with local binary patterns," European Conference on Computer Vision, 2004.
24. S. Yan, H. Wang, X. Tang, and T. S. Huang, "Exploring feature descriptors for face recognition," International Conference on Acoustics, Speech, and Signal Processing, vol. I, pp. 629-632, 2007.
25. C. Chan, J. Kittler, and K. Messer, "Multi-scale local binary pattern histograms for face recognition," International Conference on Biometrics, pp. 809-818, 2007.
26. C. Shan and T. Gritti, "Learning discriminative LBP-histogram bins for facial expression recognition," British Machine Vision Conference, 2008.
27. J. J. Koenderink and A. J. Doorn, "Surface shape and curvature scales," Image and Vision Computing, vol. 10, no. 8, pp. 557-565, 1992.
28. D.G. Lowe, "Distinctive image features from scale-invariant keypoints," International Journal of Computer Vision, vol. 60, no. 4, pp. 91-110, 2004.
29. J. Luo, Y. Ma, E. Takikawa, S. Lao, M. Kawade, and B. Lu, "Person- specific SIFT features for face recognition," IEEE International Conference on Acoustics, Speech and Signal Processing, 2007.
30. A. S. Mian, M. Bennamoun, and R. Owens, "An efficient multimodal 2D-3D hybrid approach to automatic face recognition," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 11, pp. 1927-1943, 2007.
31. K. I. Chang, K. W. Bowyer, P. J. Flynn, "Adaptive rigid multi-region selection for handling expression variation in 3D face recognition," IEEE Workshop on Face Recognition Grand Challenge, 2005.
32. Y. Wang, G. Pan, and Z. Wu, "3D face recognition in the presence of expression: guidance-based constraint deformation approach," IEEE Conference on Computer Vision and Pattern Recognition, 2007.
33. P. Szeptycki, M. Ardabilian, L. Chen, "A coarse-to-fine curvature analysis-based rotation invariant 3D face landmarking," International Conference on Biometrics: Theory, Applications and Systems, 2009.
34. Y. Huang, Y. Wang, T. Tan, "Combining statistics of geometrical and correlative features for 3D face recognition," British Machine Vision Conference, 2006.