Composite kernels for fusing colour information in face verification systems

Proceedings - 2009 International Conference on Digital Image Processing, ICDIP 2009

Volumn , Issue , 2009, Pages 407-411

  Salimi, Fahimeh ^a   Sadeghi, Mohammad T ^a  

^a YAZD UNIVERSITY   (Iran)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION PERFORMANCE; COMPOSITE KERNELS; EXPERIMENTAL PROTOCOLS; FACE VERIFICATION SYSTEMS; FEATURE LEVEL; KERNEL BASED METHODS; NOVEL METHODS; XM2VTS FACE DATABASE;

COLOR; DISCRIMINANT ANALYSIS; FACE RECOGNITION; FEATURE EXTRACTION; IMAGE PROCESSING; IMAGING SYSTEMS;

DIGITAL IMAGE STORAGE;

EID: 70449450515     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDIP.2009.77     Document Type: Conference Paper

References (12)

1. V. Vapnik, Statistical Learning Theory. New York: Wiley, 1998.
2. N. Cristianini and J. Shawe-Taylor, An Introduction to Support Vector Machines and Other Kernel-Based Learning Methods. Cambridge, U.K.: Cambridge Univ. Press, 2000.
3. B. Scholkopf and A. Smola, Learning with Kernels. MIT Press, 2002.
4. E. Osuna, R. Freund and, F. Girosi, "Support Vector Machines: Training and Applications", AI Lab, MIT, Tech. Rep., 1997.
5. B. Scholkopf, A. Smola and K.R. Muller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, Vol. 10, No. 5, pp. 1299-1319, 1998.
6. S. Mika, G. Ratsch, J. Weston, B. Scholkopf and K.R. Muller, "Fisher Discriminant Analysis with Kernels," IEEE Workshop on Neural Networks and Signal Processing IX, pp. 41-41, Aug. 1999.
7. G. Baudat and F. Anouar, "Generalized Discriminant Analysis Using a Kernel Approach,"Neural Computing, Vol. 12, No. 10, PP.2385-2404, 2000.
8. M. Sadeghi and J. Kittler, "A Comparative Study of Data Fusion Strategies in Face Verification,"12th European Signal Processing Conference, Vienna, Austria, 2004.
9. M. Faundez-Zanuy, "Data Fusion in Biometrics,"IEEE Aerospace and Electronic Systems Magazine, Vol. 20, pp. 34-38, Jan. 2005.
10. P.N. Belhumeur, J.P. Hespanha and D.J. Kriegman, "Eigenfaces vs. Fisherfaces: Recognition Using Class-Specific Linear Projection,"IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, No. 7, pp. 711-720, 1997.
11. G. Camps-Valls, L. Gomez-Chova, J. Munoz-Mari, J. Vila-Frances and J. Calpe-Maravilla, "Composite Kernels for Hyperspectral Image Classification,"IEEE Letters on Geoscience and Remote Sensing, Vol. 3, No. 1, pp. 93-97, 2006.
12. J. Mercer, "Functions of Positive and Negative Type and Their Connection with the Theory of Integral Equations,"Philos. Trans. Roy. Soc. London, Vol. A 209, pp. 415-446, 1909.