G. B. Huang, M. Ramesh, T. Berg, and E. Learned-miller, Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments, 2007.

N. Pinto, D. D. Cox, and J. J. Dicarlo, Why is Real-World Visual Object Recognition Hard?, PLoS Computational Biology, vol.58, issue.1, 2008.
DOI : 10.1371/journal.pcbi.0040027.sg004

L. Fei-fei, R. Fergus, and P. Perona, Learning generative visual models from few training examples: An incremental Bayesian approach tested on 101 object categories, Computer Vision and Image Understanding, vol.106, issue.1, 2004.
DOI : 10.1016/j.cviu.2005.09.012

E. Nowak and F. Jurie, Learning Visual Similarity Measures for Comparing Never Seen Objects, 2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007.
DOI : 10.1109/CVPR.2007.382969

URL : https://hal.archives-ouvertes.fr/hal-00203958

J. Ponce, T. L. Berg, M. Everingham, D. A. Forsyth, M. Hebert et al., Dataset issues in object recognition Toward category-level object recognition, Lect Notes Comput Sci, 2006.

L. Shamir, Evaluation of Face Datasets as Tools for Assessing the Performance of Face Recognition Methods. IJCV, 2008.

D. J. Hand, Classifier Technology and the Illusion of Progress, Statistical Science, vol.21, issue.1, 2006.
DOI : 10.1214/088342306000000060

R. Gross, Face Databases. Handbook of Face Recognition, 2005.

A. M. Martinez and R. Benavente, The AR Face Database, CVC Technical Report, vol.24, 1998.

M. Savvides, R. Bhagavatula, Y. Li, and R. Abiantun, Face Recognition, Chapter 26: Frequency Domain Face Recognition, 2007.

S. Noushath, H. Kumar, G. Shivakumara, and P. , Diagonal Fisher linear discriminant analysis for efficient face recognition, Neurocomputing, vol.69, issue.13-15, 2006.
DOI : 10.1016/j.neucom.2006.01.012

URL : http://eprints.uni-mysore.ac.in/8222/

L. Wang, Y. Li, C. Wang, and H. Zhang, Face Recognition using Gaborface-based 2DPCA and (2D)2PCA Classification with Ensemble and Multichannel Model, 2007 IEEE Symposium on Computational Intelligence in Security and Defense Applications, 2007.
DOI : 10.1109/CISDA.2007.368128

L. Zhang, Q. Gao, and D. Zhang, Block Independent Component Analysis for Face Recognition, 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007.
DOI : 10.1109/ICIAP.2007.4362782

Y. Liang, C. Li, W. Gong, and Y. Pan, Uncorrelated linear discriminant analysis based on weighted pairwise Fisher criterion, Pattern Recognition, vol.40, issue.12, 2007.
DOI : 10.1016/j.patcog.2007.03.030

N. Goel, G. Bebis, and A. Nefian, Face recognition experiments with random projection, Biometric Technology for Human Identification II, 2005.
DOI : 10.1117/12.605553

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.78.7438

B. Gokberk, L. Akarun, and E. Alpaydin, Feature selection for pose invariant face recognition, Object recognition supported by user interaction for service robots, 2002.
DOI : 10.1109/ICPR.2002.1047457