Uncooled infrared imaging face recognition using Kernel-based feature vector selection

Conference Record - Asilomar Conference on Signals, Systems and Computers

Volumn , Issue , 2006, Pages 613-617

  Alexandropoulos, Ioannis ^a   Fargues, Monique P ^a  

^a Naval Postgraduate School   (United States)

Author keywords

Classification; Face recognition; Infrared

Indexed keywords

COMPUTATIONAL EFFORTS; FACE DATABASES; FEATURE VECTOR SELECTION (FVS); GENERALIZED DISCRIMINANT ANALYSIS (GDA); LINEAR DISCRIMINANT ANALYSIS (CLDA); UNCOOLED; UNCOOLED INFRARED;

DATABASE SYSTEMS; DISCRIMINANT ANALYSIS; IMAGE RETRIEVAL; IMAGING SYSTEMS; IMAGING TECHNIQUES; INFRARED IMAGING; THERMOGRAPHY (IMAGING); VECTORS;

FACE RECOGNITION;

EID: 47049090998     PISSN: 10586393     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ACSSC.2006.354821     Document Type: Conference Paper

References (11)

1. D. I. Domboulas, Infrared Imaging Face Recognition using Nonlinear Kernel-Based Classifier, Electrical Engineer Thesis, Naval Postgraduate School, Monterey, CA, 2004.
2. Infrared Solutions Inc., IR-160 thermal imager. [Online] available: ww.infraredsolutions.com/images/download/ImagerDS.pdf, 2004.
3. D. Pereira, Face Recognition using Uncooled Infrared Imaging, Electrical Engineer Thesis, Naval Postgraduate School, Monterey, CA, 2002.
4. G. Baudat, G. and F. Anouar, "Feature vector selection and projection using kernels," Neurocomputing, Vol. 55, no. 1, 2003, pp. 21-38.
5. I. Alexandropoulos, Uncooled Infrared Imaging Face Recognition Using Kernel-Based Feature Vector Selection, Electrical Engineer Thesis, Naval Postgraduate School, Monterey, CA, 2006.
6. B. Schölkopf, and A. J. Smola, Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond, MIT Press, 2002.
7. Publications on Kernel Methods. [Online] available: www.kernel-machines.org, 2006.
8. G. Baudat and F. Anouar, "Kernel-based methods and function approximation," Proc. of the 2001 Int. Joint Conf. on Neural Networks, Vol. 2, 2001, pp. 1244-1249.
9. D. L. Socolinsky, L. Wolff, J. Neuheisel, and C. Eveland, "Illumination invariant face recognition using thermal infrared imagery," Proc. of the IEEE Conf. on Comp. Vision and Pat. Rec., Vol. 1, 2001, pp. 527-534.
10. P. J. Grother, R. J. Michaels, and P. J. Phillips, Face Recognition Vendor Test 2002 Performance Metrics, Springer, 2003.
11. D. I. Domboulas, M. P. Fargues, and G. Karunasiri, "Uncooled infrared imaging face recognition using nonlinear kernel-based generalized discriminant analysis," submitted to Optical Engineering, July 2006.