LBP discriminant analysis for face verification

IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops

Volumn 2005-September, Issue , 2005, Pages

  Zhao, Jiali ^a   Wang, Haitao ^a   Ren, Haibing ^a   Kee, Seok Cheol ^a  

^a Samsung Advanced Institute of Technology (SAIT)   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; DISCRIMINANT ANALYSIS; FISHER INFORMATION MATRIX; TEXTURES;

CHI SQUARE STATISTIC; FACE CLASSIFIERS; FACE VERIFICATION; FACIAL EXPRESSIONS; ILLUMINATION CHANGES; KERNEL FISHER DISCRIMINANT ANALYSIS; LOCAL BINARY PATTERNS; SHAPE AND TEXTURES;

FACE RECOGNITION;

EID: 85114715208     PISSN: 21607508     EISSN: 21607516     Source Type: Conference Proceeding    
DOI: 10.1109/CVPR.2005.580     Document Type: Conference Paper

References (15)

1. T. Ojala, M. Pietikainen, and T. Maenpaa, “Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns”, PAMI, VOL. 24, NO. 7, JULY 2002, pp971-987.
2. T. Ahonen, A. Hadid, and M. Pietikainen, “Face Recognition with Local Binary Patterns”, ECCV 2004
3. T. Ahonen, M. Pietikainen, A. Hadid and T. Maenpaa, “Face Recognition Based on the Appearance of Local Regions”, ICPR 2004
4. Q. Liu, X. Tang, H. Lu and S Ma, “Kernel Scatter-Difference Based Discriminant Analysis For Face Recognition”, ICPR 2004
5. C. Liu and H. Wechsler, “Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition”, IEEE Trans. Image Processing, vol. 11, no. 4, pp. 467-476, 2002
6. T. Ojala, M. Pietikainen, and D. Harwood. “A comparative study of texture measures with classification based on feature distributions”. Pattern Recognition, 29(1):51-59, January 1996.
7. L. Wiskott, J.M. Fellous, N Krüger, and C Malsburg. “Face recognition by elastic bunch graph matching”, IEEE Trans. PAMI, Vol. 19, No.7, July 1997: 775-938
8. P.N. Belhumeur, J.P. Hespanha and D.J. Kriegman, “Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection”, IEEE Trans. PAMI, 19(7): 711-720, 1997.
9. S. Mika, G. Rätsch, J. Weston, B. Schölkopf, and K.-R. Müller, Fisher Discriminant Analysis with Kernels, Neural Networks for Signal Processing IX, pp. 41-48. IEEE, 1999.
10. G.Baudat, F.Anouar, Generalized Discriminant Analysis Using a Kernel Approach, Neural Computation, 12(10): pp. 2385-2404, 2000.
11. S. Haykin, Neural Networks - A comprehensive Foundation, Prentice Hall, second ed., 1999
12. http://www.frvt.org/FRGC/
13. P. J. Phillips, P. J. Flynn, T. Scruggs, K. W. Bowyer, J. Chang, K. Hoffman, J. Marques, J. Min, and W. Worek, "Overview of the Face Recognition Grand Challenge," In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, 2005.
14. B. Scholkopf and A. Smola, “Learning with Kernels: Support Vector Machines, Regularization and Beyond”, MIT Press, 2002.
15. Zhao W, Chellappa R, Phillips P J. “Subspace Linear Discriminant Analysis for Face Recognition”. Tech Report CAR-TR-914, Center for Automation Research, University of Maryland, 1999. 8