J. Sivic and A. Zisserman, Video Google: a text retrieval approach to object matching in videos, Proceedings Ninth IEEE International Conference on Computer Vision, p.1470, 2003.
DOI : 10.1109/ICCV.2003.1238663

G. Csurka, C. Bray, C. Dance, and L. Fan, Visual categorization with bags of keypoints, Workshop on Statistical Learning in Computer Vision, ECCV, pp.1-22, 2004.

B. Safadi and G. Quénot, Active learning with multiple classifiers for multimedia indexing, Multimedia Tools and Applications, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00767025

C. Chang and C. Lin, LIBSVM, ACM Transactions on Intelligent Systems and Technology, vol.2, issue.3, pp.1-27, 2011.
DOI : 10.1145/1961189.1961199

H. Jégou, F. Perronnin, M. Douze, J. Sánchez, P. Pérez et al., Aggregating Local Image Descriptors into Compact Codes, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.34, issue.9, 2011.
DOI : 10.1109/TPAMI.2011.235

H. Jégou, M. Douze, and C. Schmid, On the burstiness of visual elements, 2009 IEEE Conference on Computer Vision and Pattern Recognition, pp.1169-1176, 2009.
DOI : 10.1109/CVPR.2009.5206609

H. Jégou, M. Douze, C. Schmid, and P. Pérez, Aggregating local descriptors into a compact image representation, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp.3304-3311, 2010.
DOI : 10.1109/CVPR.2010.5540039

H. Jégou and O. Chum, Negative evidences and co-occurrences in image retrieval: the benefit of PCA and whitening, ECCV -European Conference on Computer Vision, 2012.

P. C. Mahalanobis, On the generalised distance in statistics, Proceedings National Institute of Science, vol.2, issue.1, pp.49-55, 1936.

D. Gorisse, F. Precioso, P. Gosselin, L. Granjon, D. Pellerin et al., IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search, TREC Video Retrieval Evaluation workshop USA: National Institute of Standards and Technology, 2010.
URL : https://hal.archives-ouvertes.fr/hal-00953839

D. Gorisse, M. Cord, and F. Precioso, SALSAS: Sub-linear active learning strategy with approximate k-NN search, Pattern Recognition, vol.44, issue.10-11, pp.10-11, 2011.
DOI : 10.1016/j.patcog.2010.12.009
URL : https://hal.archives-ouvertes.fr/hal-00773102

M. Redi and B. Merialdo, Saliency moments for image categorization Retrieval, ser. ICMR '11, Proceedings of the 1st ACM International Conference on Multimedia, pp.1-39, 2011.
DOI : 10.1145/1991996.1992035
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.673.8189

A. Oliva and A. Torralba, Modeling the shape of the scene: A holistic representation of the spatial envelope, International Journal of Computer Vision, vol.42, issue.3, pp.145-175, 2001.
DOI : 10.1023/A:1011139631724

K. Van-de-sande, T. Gevers, and C. Snoek, Evaluation of color descriptors for object and scene recognition, 2008 IEEE Conference on Computer Vision and Pattern Recognition, pp.1-8, 2008.
DOI : 10.1109/CVPR.2008.4587658

B. Safadi and G. Quénot, Re-ranking by local re-scoring for video indexing and retrieval, Proceedings of the 20th ACM international conference on Information and knowledge management, CIKM '11, pp.2081-2084, 2011.
DOI : 10.1145/2063576.2063895
URL : https://hal.archives-ouvertes.fr/hal-00763624

A. Hamadi, G. Qunot, and P. Mulhem, Two-layers re-ranking approach based on contextual information for visual concepts detection in videos, 2012 10th International Workshop on Content-Based Multimedia Indexing (CBMI), pp.1-6, 2012.
DOI : 10.1109/CBMI.2012.6269837
URL : https://hal.archives-ouvertes.fr/hal-00767172