Face recognition using 3D facial shape and color map information: Comparison and combination

Proceedings of SPIE - The International Society for Optical Engineering

Volumn 5404, Issue , 2004, Pages 351-361

  Godil, Afzal ^a   Ressler, Sandy ^a   Grother, Patrick ^a  

^a NATIONAL INSTITUTE OF STANDARDS AND TECHNOLOGY   (United States)

Author keywords

3D Face recognition; Biometric; CAESAR anthropometric database; Fusion; Multimodal; PCA

Indexed keywords

3D FACE RECOGNITION; BIOMETRIC; CAESAR ANTHROPOMETRIC DATABASE; MULTIMODAL; PCA;

ALGORITHMS; COLOR; DATABASE SYSTEMS; INFORMATION ANALYSIS; MODAL ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; SURFACE PROPERTIES; THREE DIMENSIONAL;

FACE RECOGNITION;

EID: 8844244878     PISSN: 0277786X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1117/12.540754     Document Type: Conference Paper

References (25)

1. CAESAR web site: http://www.sae.org/technicalcommittees/caesumm.htm
2. Civilian American and European Surface Anthropometry Resource (CAESAR) web site: http://www.hec.afrl.af.mil/cardlab/CAESAR/index.html
3. P. Phillips, P. Grother, R. Micheals, D. Blackburn, E. Tabassi and M. Bone. Face Recognition Vendor Test 2002. In NIST Technical Report, NISTIR 6965, March 2003.
4. S. Rizvi, P. Phillips and H. Moon. The FERET Verification Testing Protocol for Face. In NIST Technical Report, NIST IR 6281, October 1998.
5. P. Phillips, H. Moon, S. Rizvi, and P. Rauss. The FERET Evaluation Methodology for Face-Recognition Algorithms. In IEEE Trans. Pattern Analysis and Machine Intelligence, 22:1090-1103, 2000.
6. G. Gordon. Face Recognition from Frontal and Profile Views. In Proceedings of the International Workshop on Face and Gesture Recognition, (Zurich, Switzerland), pp.47-52, June 1995.
7. G. Gordon. Face Recognition Based on Depth and Curvature Features. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, (Champaign, Illinois), pp. 108-110, June 1992.
8. G. Gordon, L. Vincent. Application of Morphology to Feature Extraction for Face Recognition. In Proc. of SPIE, Nonlinear Image Processing, San Jose, Feb. 1992. Vol. 1658.
9. J. C. Lee and E. Milios. Matching rang Images of human faces. In proc. IEEE International Conference on Computer Vision, Page 722-726, 1990.
10. Y. Yacoob and L. S. Davis. Labeling of human faces components from range data. CVGIP: Image Understanding, 60(2): 168-178, September 1994.
11. C.S. Chau, F. Han and Y. K. Ho. 3D face recognition using point signature. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition, Pages 233-238, March 2000.
12. C. Beumier, M. Acheroy. Automatic Face Verification from 3D and Grey Level Clues In RECPAD2000, 11th Portuguese conference on pattern recognition, Porto, Portugal, May 11-12, 2000, pp 95-101.
13. C. Beumier, M. Acheroy. Face Verification from 3D and grey-level clues. In Pattern Recognition Letters, Vol. 22, 2001, pp 1321-1329.
14. G. Pan, Y. Wu, Z. Wu. Investigating Profile extraction from range data for 3D recognition. In IEEE International Conference on Multimedia & Expo (ICME), july6-9, 2004.
15. V. Blanz, T. Vetter. Face Recognition Based on Fitting a 3D Morphable Model. In IEEE Transactions on Pattern Analysis and Machine Intelligence 25(9): 1063-1074 (2003)
16. V. Blanz, T. Vetter. A Morphable Model for the Synthesis of 3D Faces. SIGGRAPH 1999. 187-194.
17. K. Chang, K. Bowyer, P. Flynn. Face Recognition Using 2D and 3D Facial Data. In IEEE International Workshop on Analysis and Modeling of Faces and Gestures. Nice, France. Oct. 2003.
18. K. Chang, K. W. Bowyer, and P. J. Flynn. Face recognition using 2D and 3D facial data, Workshop on Multimodal User Authentication (MMUA), December 11-12 2003
19. L. Sirovich and M. Kirby. A low-dimensional procedure for the characterization of human faces. Journal of the Optical Society of America, 4(3):519-524, 1987
20. M. Indovina, U. Uludag, R. Snelick, A. Mink and A. Jain. Multimodal Biometric Authentication Methods: A COTS Approach, Proc. MMUA 2003, Workshop on Multimodal User Authentication, pp. 99-106, Santa Barbara, CA, December 11-12, 2003.
21. A. Ross and A.K. Jain. Information Fusion in Biometrics. Proc. of AVBPA, Halmstad. Sweden, pp. 354-359, June 2001.
22. B. Achermann and H. Bunke. Combination of classifiers on the decision level for face recognition. Technical Report IAM-96-002, Insitut fur Informatik und angewandte Mathematik, Universitat Bern, Bern, 1996.
23. B. Brunelli and D. Flavigna. Personal identification using multiple cues. IEEE Transactions on Pattern Analysis and Machine Intelligence, 17(10):955-966, 1995.
24. L. Hong and A. Jain. Multimodal biometrics. In A. Jain, R. Bolle, and S. Pankanti, editors, Biometrics: Personal Identification in Networked Society. Kluwer, 1999.
25. J. Kittler, M. Hatef, R. Duin, and J. Matas. On Combining Classifiers. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(3):226-239, March 1998.