N. Ben-haim, B. Babenko, and S. Belongie, Improving webbased image search via content based clustering, SLAM Workshop CVPR, 2006.
DOI : 10.1109/cvprw.2006.100

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.122.8645

T. Berg and D. Forsyth, Animals on the Web, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 2 (CVPR'06), 2006.
DOI : 10.1109/CVPR.2006.57

R. Fergus, L. Fei-fei, P. Perona, and A. Zisserman, Learning object categories from Google's image search, Tenth IEEE International Conference on Computer Vision (ICCV'05) Volume 1, 2005.
DOI : 10.1109/ICCV.2005.142

R. Fergus, P. Perona, and A. Zisserman, A Visual Category Filter for Google Images, ECCV, 2004.
DOI : 10.1007/978-3-540-24670-1_19

C. Frankel, M. Swain, and V. Athitsos, WebSeer: an image search engine for the world wide web, CVPR, 1997.

M. Fritz and B. Schiele, Decomposition, discovery and detection of visual categories using topic models, 2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008.
DOI : 10.1109/CVPR.2008.4587803

T. Hofmann, Unsupervised learning by probabilistic latent semantic analysis, Machine Learning, 2001.

V. Lavrenko and W. Croft, Relevance based language models, Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval , SIGIR '01, 2001.
DOI : 10.1145/383952.383972

URL : http://ciir.cs.umass.edu/~lavrenko/pub/RelevanceModels.pdf

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), 2006.
DOI : 10.1109/CVPR.2006.68

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

L. Li, G. Wang, and L. Fei-fei, OPTIMOL: automatic object picture collection via incremental model learning, CVPR, 2007.
DOI : 10.1109/cvpr.2007.383048

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.182.4802

X. Li, C. Snoek, and M. Worring, Learning social tag relevance by neighbor voting, IEEE Transactions on Multimedia, vol.11, issue.7, 2009.

W. Lin, R. Jin, and A. Hauptmann, Web image retrieval re-ranking with relevance model, Proceedings IEEE/WIC International Conference on Web Intelligence (WI 2003), 2003.
DOI : 10.1109/WI.2003.1241200

N. Morsillo, C. Pal, and R. Nelson, Semi-supervised learning of visual classifiers from web images and text, IJCAI, 2009.

D. Nistér and H. Stewénius, Scalable Recognition with a Vocabulary Tree, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Volume 2 (CVPR'06), 2006.
DOI : 10.1109/CVPR.2006.264

F. Schroff, A. Criminisi, and A. Zisserman, Harvesting image databases from the web, ICCV, 2007.

K. Wnuk and S. Soatto, Filtering Internet image search results towards keyword based category recognition, 2008 IEEE Conference on Computer Vision and Pattern Recognition, 2008.
DOI : 10.1109/CVPR.2008.4587621

K. Yanai and K. Barnard, Probabilistic web image gathering, Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval , MIR '05, 2005.
DOI : 10.1145/1101826.1101838

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.553.3461