How features of the human face affect recognition: A statistical comparison of three face recognition algorithms

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2, Issue , 2004, Pages

  Givens, G ^a   Beveridge, J R ^b   Draper, B A ^b   Grother, P ^c   Phillips, P J ^c  

^a Department of Environmental and Radiological Health Sciences   (United States)

^b Colorado State University   (United States)

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

Author keywords

[No Author keywords available]

Indexed keywords

ELASTIC BUNCH GRAPH MATCHING (EBGM); IMAGE TESTING; INTERPERSONAL IMAGE DIFFERENCE CLASSIFIERS (IIDC); LOGISTIC REGRESSION;

ALGORITHMS; GRAPH THEORY; HEURISTIC METHODS; MATHEMATICAL MODELS; PRINCIPAL COMPONENT ANALYSIS; REGRESSION ANALYSIS;

FACE RECOGNITION;

EID: 5044239777     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (20)

1. J. Ross Beveridge, David Bolme, Marcio Teixeira, and Brace A. Draper. The CSU Face Identification Evaluation System Users Guide: Version 5.0. Technical report, Colorado State University, 2003.
2. David S. Bolme. Elastic bunch graph matching. Master's thesis, Computer Science, Colorado State University, June 2003.
3. J. M. Chambers and T. Hastie. Statistical Models in S. Chapman and Hall, 1998.
4. R. Chellappa, C.L. Wilson, and S. Sirohey. Human and machine recognition of faces: A survey. Proceedings of the IEEE, 83(5):705-740, May 1995.
5. FERETDatabase. http://www.itl.nist.gov/iad/humanid/feret/. NIST, 2001.
6. Geof H. Givens, J. Ross Beveridge, Bruce A. Draper and David Bolme. A statistical assessment of subject factors in the pea recognition of human faces. In CVPR 2003 Workshop on Statistical Analysis in Computer Vision Workshop. IEEE Computer Society, June 2003.
7. Ralph Gross, Jianbo Shi, and Jeffrey F. Cohn. Qno vadis face recognition?: The current state of the art in face recognition. Technical Report TR-01-17, Carnegie Mellon University, June 2001.
8. D. W. Hosmer and S. Lemeshow. Applied Logistic Regression. Wiley, New York, NY, 2000.
9. P. McCuIlagh and J. A. Nelder. Generalized Linear Models. Chapman and Hall, London, 1983. i-xiii+216pp.
10. B. Moghaddam, C. Nastar, and A. Pentland. A bayesian similarity measure for direct image matching. ICPR, 3:350-358, 1996.
11. B. Moghaddam and A.P. Pentland. Probabilistic visual learning for object representation. PAMI, 19(7):6-710, July 1997.
12. H. Moon and J. Phillips. Analysis of pca-based face recognition algorithms. In K. Boyer and J. Phillips, editors, Empirical Evaluation Techniques in Computer Vision. IEEE Computer Society Press, 1998.
13. J. Neter, W. Wasserman, and M. H. Kumer. Applied Linear Statistical Models. Irwin, Boston, 1990. i-xvi+1181pp.
14. Kazunori Okada, Johannes Steffens, Thomas Maurer, Hai Hong, Egor Elagin, Hartmut Neven, and Christoph von der Malsburg. The Bochum/USC Face Recognition System And How it Fared in the FERET Phase III test. In H. Wechsler, P. J. Phillips, V. Bruce, F. Fogeman Soulié, and T. S. Huang, editors, Face Recognition: From Theory to Applications, pages 186-205. Springer-Verlag, 1998.
15. P.J. Phillips, H.J. Moon, S.A. Rizvi, and P.J. Rauss. The FERET Evaluation Methodology for Face-Recognition Algorithms. T-PAMI, 22(10): 1090-1104, October 2000.
16. P.J. Phillips, P. Grother, R.J Micheals, D.M. Blackburn, E Tabassi, and J.M. Bone. FRVT 2002: Overview and Summary. Technical report, Face Recognition Vendor Test 2002 (www.frvt.org), 2002.
17. Marcio L. Teixeira. The bayesian intrapersonal/extrapersonal classifier. Master's thesis. Computer Science, Colorado State University, July 2003.
18. M. A. Turk and A. P. Pentland. Face Recognition Using Eigenfaces. In Proc. of IEEE Conference on Computer Vision and Pattern Recognition, pages 586 - 591, June 1991.
19. D. Valentin, H. Abdi, A J. O'Toole, and G.W. Cottrell. Connectionist models of face processing: A survey. Pattern Recognition, 27(9): 1209-1230, September 1994.
20. W. Zhao, R. Chellappa, A. Rosenfeld, and J. Phillips. Face Recognition: A Literature Survey. Technical Report CS-TR4167R, Univ. of Maryland, 2000. Revised 2002.