O. Chapelle, P. Haffner, and V. Vapnik, Support vector machines for histogram-based image classification, IEEE Transactions on Neural Networks, vol.10, issue.5, p.1055, 1999.
DOI : 10.1109/72.788646

C. Fredembach, M. Schröder, and S. Süsstrunk, Regionbased image classification for automatic color correction, Proc. IS&T 11th Color Imaging Conference, pp.59-65, 2003.

F. Jurie and B. Triggs, Creating efficient codebooks for visual recognition, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1, pp.604-610, 2005.
DOI : 10.1109/ICCV.2005.66
URL : https://hal.archives-ouvertes.fr/inria-00548511

S. Lazebnik, C. Schmid, and J. Ponce, A sparse texture representation using local affine regions, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.27, issue.8, pp.1265-1278, 2005.
DOI : 10.1109/TPAMI.2005.151
URL : https://hal.archives-ouvertes.fr/inria-00548530

F. Li and P. Perona, A bayesian hierarchical model for learning natural scene categories, CVPR '05: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) -Volume, pp.524-531, 2005.

J. Li, J. Z. Wang, and G. Wiederhold, IRM, Proceedings of the eighth ACM international conference on Multimedia , MULTIMEDIA '00, pp.147-156, 2000.
DOI : 10.1145/354384.354452
URL : https://hal.archives-ouvertes.fr/hal-01134975

C. Lin, R. C. Weng, and S. S. Keerthi, Trust region Newton methods for large-scale logistic regression, Proceedings of the 24th international conference on Machine learning, ICML '07, pp.561-568, 2007.
DOI : 10.1145/1273496.1273567

D. G. Lowe, Distinctive Image Features from Scale-Invariant Keypoints, International Journal of Computer Vision, vol.60, issue.2, pp.91-110, 2004.
DOI : 10.1023/B:VISI.0000029664.99615.94

K. Mikolajczyk and C. Schmid, Scale & Affine Invariant Interest Point Detectors, IEEE Workshop on Content Based Multimedia Indexing, pp.63-86, 2004.
DOI : 10.1023/B:VISI.0000027790.02288.f2
URL : https://hal.archives-ouvertes.fr/inria-00548554

E. Nowak, F. Jurie, and B. Triggs, Sampling Strategies for Bag-of-Features Image Classification, Computer Vision ECCV 2006, pp.490-503, 2006.
DOI : 10.1007/11744085_38
URL : https://hal.archives-ouvertes.fr/hal-00203752

J. Philbin, O. Chum, M. Isard, J. Sivic, and A. Zisserman, Object retrieval with large vocabularies and fast spatial matching, 2007 IEEE Conference on Computer Vision and Pattern Recognition, pp.1-8, 2007.
DOI : 10.1109/CVPR.2007.383172

S. E. Robertson and S. Walker, On relevance weights with little relevance information, SIGIR '97: Proceedings of the 20th annual international ACM SIGIR conference on Research and development in information retrieval, pp.16-24, 1997.

S. E. Robertson, S. Walker, M. Hancock-beaulieu, A. Gull, and M. Lau, Okapi at trec-3, Text REtrieval Conference, pp.21-30, 1994.

J. Ros, C. Laurent, and G. Lefebvre, A Cascade of Unsupervised and Supervised Neural Networks for Natural Image Classification, Lecture Notes in Computer Science, vol.4071, p.92, 2006.
DOI : 10.1007/11788034_10
URL : https://hal.archives-ouvertes.fr/hal-01224262

G. Salton, A. Wong, and C. S. Yang, A vector space model for automatic indexing, Communications of the ACM, vol.18, issue.11, pp.613-620, 1975.
DOI : 10.1145/361219.361220

C. G. Snoek, M. Worring, and A. W. Smeulders, Early versus late fusion in semantic video analysis, Proceedings of the 13th annual ACM international conference on Multimedia , MULTIMEDIA '05, pp.399-402, 2005.
DOI : 10.1145/1101149.1101236

E. Spyrou, H. L. Borgne, T. Mailis, E. Cooke, Y. Avrithis1 et al., Information-Based Color Feature Representation for Image Classification, Artificial Neural Networks: Formal Models and Their Applications -ICANN 2005, pp.847-852, 2005.

A. Vailaya, M. Figueiredo, A. Jain, and H. Zhang, Image classification for content-based indexing, IEEE Transactions on Image Processing, vol.10, issue.1, pp.117-130, 2001.
DOI : 10.1109/83.892448

M. Vidal-naquet and S. Ullman, Object recognition with informative features and linear classification, Proceedings Ninth IEEE International Conference on Computer Vision, p.281, 2003.
DOI : 10.1109/ICCV.2003.1238356

J. Z. Wang, J. Li, and G. Wiederhold, SIMPLIcity, Proceedings of the eighth ACM international conference on Multimedia , MULTIMEDIA '00, pp.360-371, 2000.
DOI : 10.1145/354384.376395

S. Wang and A. Liew, Information-Based Color Feature Representation for Image Classification, 2007 IEEE International Conference on Image Processing, pp.353-356, 2007.
DOI : 10.1109/ICIP.2007.4379594

J. Yang, Y. Jiang, A. G. Hauptmann, and C. Ngo, Evaluating bag-of-visual-words representations in scene classification, Proceedings of the international workshop on Workshop on multimedia information retrieval , MIR '07, pp.197-206, 2007.
DOI : 10.1145/1290082.1290111

C. Zhai, Notes on the lemur tfidf model, 2001.