A. Bosch, A. Zisserman, and X. Munoz, Scene Classification Via pLSA, ECCV, 2006.
DOI : 10.1007/11744085_40

C. Chang and C. Lin, LIBSVM, ACM Transactions on Intelligent Systems and Technology, vol.2, issue.3, pp.27-28, 2011.
DOI : 10.1145/1961189.1961199

V. Delaitre, I. Laptev, and J. Sivic, Recognizing human actions in still images: a study of bag-of-features and part-based representations, Procedings of the British Machine Vision Conference 2010, 2010.
DOI : 10.5244/C.24.97

URL : https://hal.archives-ouvertes.fr/hal-01060885

M. Everingham, L. Van-gool, C. Williams, J. Winn, and A. Zisserman, The Pascal Visual Object Classes (VOC) Challenge, International Journal of Computer Vision, vol.73, issue.2, p.7, 2007.
DOI : 10.1007/s11263-009-0275-4

M. Everingham, L. Van-gool, C. Williams, J. Winn, and A. Zisserman, The PASCAL Visual Object Classes Challenge 2010 results

A. Farhadi, I. Endres, D. Hoiem, and D. Forsyth, Describing objects by their attributes, 2009 IEEE Conference on Computer Vision and Pattern Recognition, p.5, 2009.
DOI : 10.1109/CVPR.2009.5206772

C. Galleguillos, A. Rabinovich, and S. Belongie, Object categorization using co-occurrence, location and appearance, 2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008.
DOI : 10.1109/CVPR.2008.4587799

G. Griffin, A. Holub, and P. Perona, Caltech-256 object category dataset, 2007.

H. Harzallah, F. Jurie, and C. Schmid, Combining efficient object localization and image classification, 2009 IEEE 12th International Conference on Computer Vision, 2009.
DOI : 10.1109/ICCV.2009.5459257

URL : https://hal.archives-ouvertes.fr/inria-00439516

X. He, R. Zemel, and A. Carreira-perpinan, Multiscale conditional random fields for image labeling, CVPR, 2004.

T. Hofmann, Probabilistic latent semantic analysis, Proc. of Uncertainty in Artificial Intelligence, p.3, 1999.

S. Ito and S. Kubota, Object classification using heterogeneous co-occurrence features, ECCV, 2010.

F. Khan, J. Van-de-weijer, and M. Vanrell, Top-down color attention for object recognition, ICCV, 2009.

C. Lampert, H. Nickisch, and S. Harmeling, Learning to detect unseen object classes by between-class attribute transfer, 2009 IEEE Conference on Computer Vision and Pattern Recognition, 2009.
DOI : 10.1109/CVPR.2009.5206594

S. Lazebnik, C. Schmid, and J. Ponce, Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 2 (CVPR'06), p.7, 2006.
DOI : 10.1109/CVPR.2006.68

URL : https://hal.archives-ouvertes.fr/inria-00548585

C. Leacock and M. Chodorow, Combining local context and WordNet similarity for word sense identification. WordNet: An electronic lexical database, pp.265-283, 1998.

L. Li, C. Wang, Y. Lim, D. Blei, and L. Fei-fei, Building and using a semantivisual image hierarchy, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010.
DOI : 10.1109/CVPR.2010.5540027

F. Moosmann, B. Triggs, and F. Jurie, Fast discriminative visual codebooks using randomized clustering forests, NIPS, 2007.
URL : https://hal.archives-ouvertes.fr/hal-00203734

N. Morioka and S. Satoh, Building Compact Local Pairwise Codebook with Joint Feature Space Clustering, ECCV, 2010.
DOI : 10.1007/978-3-642-15549-9_50

A. Rabinovich, A. Vedaldi, C. Galleguillos, E. Wiewiora, and S. Belongie, Objects in Context, 2007 IEEE 11th International Conference on Computer Vision, 2007.
DOI : 10.1109/ICCV.2007.4408986

J. Sivic, B. Russell, A. Efros, A. Zisserman, and W. Freeman, Discovering objects and their location in images, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1, 2005.
DOI : 10.1109/ICCV.2005.77

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

Y. Su, M. Allan, and F. Jurie, Improving object classification using semantic attributes, Procedings of the British Machine Vision Conference 2010, 2010.
DOI : 10.5244/C.24.26

L. Torresani, M. Szummer, and A. Fitzgibbon, Efficient Object Category Recognition Using Classemes, ECCV, 2010.
DOI : 10.1007/978-3-642-15549-9_56

M. Ullah, S. Parizi, and I. Laptev, Improving bag-of-features action recognition with non-local cues, Procedings of the British Machine Vision Conference 2010, 2010.
DOI : 10.5244/C.24.95

J. Van-gemert, C. Veenman, A. Smeulders, and J. M. Geusebroek, Visual Word Ambiguity, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.32, issue.7, pp.1271-1283, 2010.
DOI : 10.1109/TPAMI.2009.132

J. Vogel and B. Schiele, Semantic Modeling of Natural Scenes for Content-Based Image Retrieval, International Journal of Computer Vision, vol.10, issue.1, pp.133-157, 2007.
DOI : 10.1007/s11263-006-8614-1

G. Wang, D. Hoiem, and D. Forsyth, Learning image similarity from Flickr groups using Stochastic Intersection Kernel MAchines, 2009 IEEE 12th International Conference on Computer Vision, 2009.
DOI : 10.1109/ICCV.2009.5459167

J. Winn, A. Criminisi, and T. Minka, Object categorization by learned universal visual dictionary, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1, 2005.
DOI : 10.1109/ICCV.2005.171

J. Xiao, J. Hays, K. Ehinger, A. Oliva, and A. Torralba, SUN database: Large-scale scene recognition from abbey to zoo, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, p.7, 2010.
DOI : 10.1109/CVPR.2010.5539970

J. Yang, Y. Li, Y. Tian, L. Duan, and W. Gao, Group-sensitive multiple kernel learning for object categorization, ICCV, 2009.

B. Yao and L. Fei-fei, Modeling mutual context of object and human pose in human-object interaction activities, 2010 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2010.
DOI : 10.1109/CVPR.2010.5540235

D. Yarowsky, Word-sense disambiguation using statistical models of Roget's categories trained on large corpora, Proceedings of the 14th conference on Computational linguistics -, 1992.
DOI : 10.3115/992133.992140

J. Yuan, Y. Wu, and M. Yang, Discovery of Collocation Patterns: from Visual Words to Visual Phrases, 2007 IEEE Conference on Computer Vision and Pattern Recognition, 2007.
DOI : 10.1109/CVPR.2007.383222

Y. Zhang and T. Chen, Efficient kernels for identifying unbounded-order spatial features, CVPR, p.7, 2009.

X. Zhou, K. Yu, T. Zhang, and T. Huang, Image Classification Using Super-Vector Coding of Local Image Descriptors, ECCV, 2010.
DOI : 10.1007/978-3-642-15555-0_11