Comparing and combining depth and texture cues for face recognition

Image and Vision Computing

Volumn 23, Issue 3, 2005, Pages 339-352

  BenAbdelkader, Chiraz ^a   Griffin, Paul A ^b  

^a AMERICAN UNIVERSITY OF BEIRUT   (Lebanon)

^b Identix Incorporated   (United States)

Author keywords

3D acquisition; Biometrics; Face recognition; Modality fusion

Indexed keywords

CAMERAS; COMPUTER VISION; DATA REDUCTION; IMAGE CODING; LIGHTING; MAPS; TEXTURES;

3D ACQUISITION; BIOMETRICS; DATASETS; MODALITY FUSION;

FACE RECOGNITION;

EID: 13444309366     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2004.09.004     Document Type: Article

References (37)

1. I. Sirovich, and M. Kirby Low-dimensional procedure for the characterization of human faces Journal of Optical Society of America A 4 3 1987 519 524
2. M. Turk, A. Pentland, Eigenfaces for recognition, Cognitive Neuroscience 3 (1).
3. R. Hsu, A. Jain, Semantic face matching, in: IEEE Conference on Multimedia and Expo, 2002.
4. A. Lanitis, C. Taylor, T. Cootes, Automatic face identification system using flexible appearance models, in: British Machine Vision Conference, 1994.
5. I. Cox, J. Ghosn, P. Yianilos, Feature-based face recognition using mixture-distance, in: Proceedings of the Computer Vision and Pattern Recognition, 1994.
6. G.G. Gordon, Face recognition based on depth maps and surface curvature, Proceedings of SPIE: Geometric Methods in Computer Vision, 1570.
7. J. Atick, P. Griffin, and A. Redlich Statistical approach to shape from shading: reconstruction of 3D face surfaces from single 2D images Neural Computation 8 8 1996 1321
8. C. Beumier, and M. Acheroy Automatic 3D face authentication Image and Vision Computing 18 4 2000 315 321
9. Y. Moses, Y. Adini, and S. Ullman Face recognition: the problem of compensating for illumination changes IEEE Transactions on Pattern Analysis and Machine Intelligence 19 7 1997 721 732
10. A.R.W. Zhao, R. Chellappa, P. Phillips, Face recognition: a literature survey, revised, Technical Report CS-TR4167R, UMCP, 2002.
11. R. Chellapa, C. Wilson, and S. Sirohey Human and machine recognition of faces: a survey Proceedings of the IEEE 83 5 1995 705 740
12. F. Tsalakanidou, D. Tzovaras, M.G. Strintzis, Use of depth and colour eigenfaces for face recognition, Pattern Recognition Letters 24 (9).
13. A.B. Moreno, A. Sanchez, J.F. Velez, F.J. Diaz, Face recognition using 3D surface extracted descriptors, in: Irish Machine Vision and Image Processing Conference, 2003.
14. A.M. Bronstein, M.M. Bronstein, R. Kimmel, Expression-invariant 3D face recognition, in: Audio- and Video-based Biometric Person Authentication, 2003.
15. K.I. Chang, K.W. Bowyer, K. Chang, P. Flynn, Face recognition using 2D and 3D facial data, in: Workshop in Multimodal User Authentication, 2003.
16. B. Achermann, X. Jiang, H. Bunke, Face recognition using range images, in: International Conference on Virtual Systems and MultiMedia, 1997.
17. C. Beumier, M. Acheroy, Automatic face verification from 3D and grey level clues, in: Portuguese Conference on Pattern Recognition, 2000.
18. Y. Wang, C. Chua, Y. Ho, and Y. Ren Facial feature detection and face recognition from 2D and 3D images Pattern Recognition Letters 23 10 2003 1191
19. Genex Technologies, Incorporated, http://www.genextech.com.
20. Faceit identification sdk, Version 5.0, Identix Incorporated, NJ, USA, 2003.
21. P. Belhumeur, J. Hespanha, and D. Kriegman Eigenfaces vs. fisherfaces: recognition using class specific linear projection IEEE Transactions on Pattern Analysis and Machine Intelligence 19 7 1997 711 720
22. K.W. Bowyer, K. Chang, P. Flynn, A survey of 3d and multi-modal 3D+2D face recognition, Technical Report TR 2004-22, Notre Dame Computer Science Department, 2004.
23. G.G. Gordon, Face recognition based on depth and curvature features, in: Proceedings of the Computer Vision and Pattern Recognition, 1992.
24. A. Srivastava, X. Liu, C. Hesher, Face recognition using optimal linear components of range images, Submitted to Image and Vision Computing, http://calais.stat.fsu.edu/anuj/pub.html.
25. S. Rusinkiewicz, O. Hall-Holt, M. Levoy, Real-time 3D model acquisition, in: ACM Special Interest Group on Computer Graphics and Interactive Techniques, 2002.
26. J. Foley, A. van Dam, S. Feiner, J. Hughes, and R. Phillips Introduction to Computer Graphics 1994 Addison-Wesley Reading, MA
27. P.L. Hallinan, G.G. Gordon, A.L. Yuille, P. Giblin, and D. Mumford Two- and Three-Dimensional Patterns of the Face 1999 AK Peters Wellesley, MA
28. N. Ratha, A. Senior, R. Bolle, Automated biometrics, in: International Conference on Advances in Pattern Recognition, 2001.
29. P. Phillips, P. Grother, R. Micheals, D. Blackburn, E. Tabassi, M. Bone, Face recognition vendor test 2002, evaluation report, Technical Report IR 6965, NIST, March 2003.
30. P. Penev, and J.J. Atick Local feature analysis: a general statistical theory for object representation Computation in Neural Systems 7 3 1996 477 500
31. R. Bellman Adaptive Control Processes: A Guided Tour 1961 Princeton University Press Princeton, NJ
32. A. Jain Biometrics: Personal Identification in Networked Society 1999 Kluwer Academic Norwell, MA
33. R. Duda, P. Hart, and D. Stork Pattern Classification 2001 Wiley New York
34. D. Swets, and J. Weng Using discriminant eigenfeatures for image retrieval IEEE Transactions on Pattern Analysis and Machine Intelligence 18 3 1996 831 836
35. K. Etemad, R. Chellappa, Discriminant analysis for recognition of human face images, Journal of Optical Society of America 14 (8).
36. A. Martinez, and A. Kak PCA versus LDA IEEE Transactions on Pattern Analysis and Machine Intelligence 23 2 2001 228 233
37. P.J. Phillips, H. Moon, S. Rizvi, P. Rauss, The FERET evaluation methodology for face recognition algorithms, PAMI 22 (10).