Evaluation of face recognition techniques for application to facebook

2008 8th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008

Volumn , Issue , 2008, Pages

  Becker, Brian C ^a   Ortiz, Enrique G ^b  

^a CARNEGIE MELLON UNIVERSITY   (United States)

^b UNIVERSITY OF CENTRAL FLORIDA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY ALGORITHMS; DATA SETS; FACE IMAGES; FACE RECOGNITION ALGORITHMS; FACE RECOGNITION TECHNIQUE; FACEBOOK; MEMORY CONSUMPTION; MEMORY USAGE; ORDERS OF MAGNITUDE; PERFORMANCE METRICS; REAL-WORLD APPLICATION;

GESTURE RECOGNITION; SUPPORT VECTOR MACHINES;

FACE RECOGNITION;

EID: 67650665519     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/AFGR.2008.4813471     Document Type: Conference Paper

References (19)

1. W. Zhao, R. Chellappa, P. J. Phillips, and A. Rosenfeld, "Face Recognition: A Literature Survey," ACM Computing Surveys, vol.35, pp. 399-458, 2003.
2. M. A. Turk and A. P. Pentland, "Face Recognition Using Eigenfaces," in IEEE CVPR, 1991, pp. 586-591.
3. P. N. Belhumeur, J. P. Hespanha, and D. J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection," in IEEE TPAMI. vol.19, 1997, pp. 711-720. (Pubitemid 127762263)
4. M. S. Bartlett, J. R. Movellan, and T. J. Sejnowski, "Face Recognition by Independent Component Analysis," IEEE Transactions on Neural Networks, vol.13, pp. 1450-1464, 2002. (Pubitemid 35428531)
5. G. Guo, S. Z. Li, and K. Chan, "Face Recognition By Support Vector Machines," Image and Vision Computing, vol.19, pp. 631-638, 2001.
6. P. J. Phillips, H. Moon, S. A. Rizvi, and P. J. Rauss, "The FERET Evaluation Methodology for Face-Recognition Algorithms," IEEE TPAMI, vol.22, pp. 1090-1104, 2000. (Pubitemid 32066975)
7. Y. Hu, D. Jiang, S. Yan, and L. Zhang, "Automatic 3D Reconstruction for Face Recognition," in IEEE FG, 2004, pp. 843-848.
8. Facebook, "Facebook | Statistics," 2008. http://www.facebook. com/press/info.php?statistics.
9. G. B. Huang, M. Ramesh, T. Berg, and E. Learned-Miller, "Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments," University of Massachusetts, Amherst 2007.
10. J. Ruiz-del-Solar and P. Navarrete, "Eigenspace-Based Face Recognition: A Comparative Study of Different Approaches," IEEE Trans. on Sys., Man. & Cyb. C., vol.35, p. 315, 2005. (Pubitemid 41194744)
11. P. Viola and M. Jones, "Rapid Object Detection Using a Boosted Cascade of Simple Features," in IEEE CVPR, 2001, pp. 511-518. (Pubitemid 34063813)
12. M. Castrillón-Santana, O. Déniz-Suárez, L. Antón-Canalís, and J. Lorenzo-Navarro, "Face and Facial Feature Detection Evaluation," in VISAPP, 2008.
13. D. S. Bolme, J. R. Beveridge, M. Teixeira, and B. A. Draper, "The CSU Face Identification Evaluation System: Its Purpose, Features, and Structure," in ICVS Graz, Austria, 2003. (Pubitemid 36572092)
14. A. T. L. Cambridge, "The Database of Faces," http://www.cl.cam.ac.uk/research/dtg/attarchive/faced atabase.html.
15. J. Weng, Y. Zhang, and W. S. Hwang, "Candid Covariance-Free Incremental Principal Component Analysis," IEEE TPAMI, vol.25, pp. 1034-1040, 2003. (Pubitemid 36996184)
16. X. Liu, T. Chen, and S. M. Thornton, "Eigenspace Updating for Non-Stationary Process and Its Application to Face Recognition," Pattern Recognition, vol.36, pp. 1945-1959, 2003. (Pubitemid 36726815)
17. T. K. Kim, S. F. Wong, B. Stenger, J. Kittler, and R. Cipolla, "Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations," in IEEE CVPR, 2007, pp. 1-8. (Pubitemid 47529886)
18. B. Heisele, P. Ho, and T. Poggio, "Face Recognition with Support Vector Machines: Global versus Component-Based Approach," in ICCV. vol.2 Vancouver, Canada, 2001, pp. 688-694.
19. C.-C. Chang and C.-J. Lin, "LIBSVM: A Library for Support Vector Machines," 2001. Software available at http://www.csie.ntu.edu.tw/~cjlin/ libsvm.