Principal gabor filters for face recognition

IEEE 3rd International Conference on Biometrics: Theory, Applications and Systems, BTAS 2009

Volumn , Issue , 2009, Pages

  Štruc, Vitomir ^a   Gajšek, Rok ^a   Pavešić, Nikola ^a  

^a UNIVERSITY OF LJUBLJANA   (Slovenia)

Author keywords

[No Author keywords available]

Indexed keywords

FACE RECOGNITION EXPERIMENT; FACE REPRESENTATIONS; FACIAL FEATURE EXTRACTION; GABOR FILTER; LINEAR COMBINATIONS; ORIENTATIONAL SELECTIVITY; ORTHONORMAL; SPATIAL LOCALITY;

BIOMETRICS; FEATURE EXTRACTION; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 71749093287     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/BTAS.2009.5339020     Document Type: Conference Paper

References (11)

1. C. Liu, "Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance," TPAMI, vol. 11, no. 4, pp. 467-476, 2002.
2. L. Shen, L. Bai, and M. Fairhurst, "Gabor wavelets and general discriminant analysis for face identification and verification," Image and Vision Computing, vol. 25, no. 5, pp. 553-563, 2007.
3. C. Liu and H. Wechsler, "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition," TPAMI, vol. 28, no. 5, pp. 725-737, 2006.
4. V. Štruc and N. Pavešić, "Gabor-based kernel partial-least-squares discrimination features for face recognition," Informatica, vol. 20, no. 1, pp. 115-138, 2009.
5. M. Lades, J. Vorbruggen, J. Buhmann, J. Lange, C. von der Malsburg, R. Wurtz, and W. Konen, "Distortion invariant object recognition in the dynamic link architectrue," IEEE Transactions on Computers, vol. 42, no. 3, pp. 300-311, 1993.
6. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neurosicence, vol. 3, no. 1, pp. 71-86, 1991.
7. L. Wang, Y.Li, C. Wang, and H. Zhang, "2d gaborface representation method for face recognition with ensemble and multichannel model," Image and Vision Computing, vol. 26, no. 6, pp. 820-828, 2008.
8. K. Messer, J. Matas, J. Kittler, J. Luettin, and G. Maitre, "Xm2vtsdb: the extended m2vts database," in Proceedings of AVBPA'99, Washington D.C., USA, March 1999, pp. 72-77.
9. P. B. A.S. Georhiades and D. Kriegman, "From few to many: Illumination cone models for face recognition under variable lightning and pose," TPAMI, vol. 23, no. 6, pp. 643-660, 2001.
10. V. Štruc, F. Mihelič, and N. Pavešić, "Face authentication using a hybrid approach," J. of Electronic Imaging, vol. 17, no. 1, pp. 1-11, 2008.
11. P. Belhumeur, J. Hespanha, and D. Kriegman, "Eigenfaces vs. fisher-faces: Recognition using class specific linear projection," in Proceedings of the 4th ECCV, Cambridge, UK, April 1996, pp. 45-58.