X. Tan, S. Chen, Z. Zhou, and F. Zhang, Face recognition from a single image per person: A survey, Pattern Recognition, vol.39, issue.9, pp.1725-1745, 2006.
DOI : 10.1016/j.patcog.2006.03.013

W. Zhao, R. Chellappa, P. Phillips, and A. Rosenfeld, Face recognition, ACM Computing Surveys, vol.35, issue.4, pp.399-458, 2003.
DOI : 10.1145/954339.954342

URL : https://hal.archives-ouvertes.fr/hal-01339319

X. He, S. Yan, Y. Hu, P. Niyogi, and H. Zhang, Face recognition using Laplacianfaces, IEEE Transactions Pattern Analysis and Machine Intelligence, vol.27, issue.3, pp.328-340, 2005.

P. Belhumeur, J. Hespanha, and D. Kriegman, Eigenfaces vs. Fisherfaces: recognition using class specific linear projection, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.7, pp.711-720, 1997.
DOI : 10.1109/34.598228

M. Turk and A. Pentland, Face recognition using eigenfaces, Proceedings. 1991 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.586-591, 1991.
DOI : 10.1109/CVPR.1991.139758

D. Tax, One-class classification, 2001.

R. Gray and D. Neuhoff, Quantization, IEEE Transactions on Information Theory, vol.44, issue.6, pp.2325-2383, 1998.
DOI : 10.1109/18.720541

M. Charikar, C. Chekuri, T. Feder, and R. Motwani, Incremental clustering and dynamic information retrieval, Proceedings of the 29th Annual ACM Symposium on Theory of Computing, pp.626-635, 1997.
DOI : 10.1137/s0097539702418498

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

A. Beygelzimer, S. Kakade, and J. Langford, Cover trees for nearest neighbor, Proceedings of the 23rd international conference on Machine learning , ICML '06, pp.97-104, 2006.
DOI : 10.1145/1143844.1143857

M. Valko, B. Kveton, L. Huang, and D. Ting, Online semi-supervised learning on quantized graphs, Proceedings of the 26th Conference on Uncertainty in Artificial Intelligence, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00642361

M. Balcan, A. Blum, P. P. Choi, J. Lafferty, B. Pantano et al., Person identification in webcam images: An application of semi-supervised learning, ICML 2005 Workshop on Learning with Partially Classified Training Data, 2005.

X. Zhu, Z. Ghahramani, and J. Lafferty, Semi-supervised learning using Gaussian fields and harmonic functions, Proceedings of the 20th International Conference on Machine Learning, pp.912-919, 2003.

B. Kveton, M. Valko, A. Rahimi, and L. Huang, Semi-supervised learning with max-margin graph cuts, Proceedings of the 13th International Conference on Artificial Intelligence and Statistics, pp.421-428, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00642891

C. Sanderson and B. Lovell, Multi-Region Probabilistic Histograms for Robust and Scalable Identity Inference, Proceedings of the 3rd International Conferences on Advances in Biometrics, pp.199-208, 2009.
DOI : 10.1007/978-3-642-01793-3_21

G. Bradski, The OpenCV Library, Dr. Dobb's Journal of Software Tools, 2000.

J. Wu and Z. Zhou, Face recognition with one training image per person, Pattern Recognition Letters, vol.23, issue.14, pp.1711-1719, 2002.
DOI : 10.1016/S0167-8655(02)00134-4

D. Beymer and T. Poggio, Face recognition from one example view, Proceedings of IEEE International Conference on Computer Vision, pp.500-507, 1995.
DOI : 10.1109/ICCV.1995.466898

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

H. Grabner, C. Leistner, and H. Bischof, Semi-supervised On-Line Boosting for Robust Tracking, Proceedings of the 10th European Conference on Computer Vision, pp.234-247, 2008.
DOI : 10.1007/978-3-540-88682-2_19

A. Goldberg, M. Li, and X. Zhu, Online Manifold Regularization: A New Learning Setting and Empirical Study, Proceeding of European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2008.
DOI : 10.1007/978-3-540-87479-9_44