A Comparative Study of Automatic Face Verification Algorithms on the BANCA Database

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 2688, Issue , 2003, Pages 35-43

  Sadeghi, M ^a   Kittler, J ^a   Kostin, A ^a   Messer, K ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BIOMETRICS; CLASSIFICATION (OF INFORMATION); DISCRIMINANT ANALYSIS; FACE RECOGNITION; IMAGE RETRIEVAL; SUPPORT VECTOR MACHINES; VECTOR SPACES;

BETTER PERFORMANCE; COMPARATIVE STUDIES; DIMENSIONALITY REDUCTION; DIMENSIONALITY REDUCTION METHOD; FACE IDENTITY VERIFICATIONS; FACE VERIFICATION ALGORITHMS; LINEAR DISCRIMINANT ANALYSIS; SUPPORT VECTOR MACHINE CLASSIFIERS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 35248865846     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/3-540-44887-x_5     Document Type: Article

References (8)

1. P. Belhumeur, J. Hespanha, and D. Kriegman. Eigenfaces vs. Fisherfaces: Recognition using class specific linear projection. IEEE Trans. on Pattern Recognition and Machine Intelligence, 19(7):711-720, 1997.
2. O. Deniz, M. Castrillon, and M. Hernandez. Face recognition using independent component analysis and support vector machines. In AVBPA, pages 59-64, 2001.
3. M. Hamouz, J. Kittler, J. Kamarainen, and H.Kälviäinen. Hypotheses-driven affine invariant localization of faces in verification systems. In Proc. 4th Int. Conf. on Audio- and Video-based Biometric Person Authentication, Guildford, UK, 2003.
4. K. Jonsson, J. Kittler, Y. Li, and J. Matas. Support vector machines for face authentication. In T. Pridmore and D. Elliman, editors, Proceedings of BMVC'99, pages 543-553, 1999., 1999.
5. A. Kostin, M. Sadeghi, J. Kittler, and K. Messer. On representation spaces for SVM based face verification. In The Advent of Biometrics on the Internet, A COST 275 Workshop, Rome, Italy, 7-8 November, 2002.
6. C. Liu and H. Wechsler. Comparative assessment of independent component analysis. In Proc. the 2nd International Conference on Audioand Video-based Biometric Person Authentication, Washington D. C., March 22-24, 1999.
7. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre. Xm2vtsdb: The extended m2vts database. In Second International Conference on Audio and Video-based Biometric Person Authentication, March 1999.
8. M. Turk and A. Pentland. Eigenfaces for recognition. Journal of cognitive neuroscience, 3(1), 1991.