K. Barnard, P. Duygulu, and D. Forsyth, Matching words and pictures, Journal of Machine Learning Research, vol.3, pp.1107-1135, 2003.

D. M. Blei and M. I. Jordan, Modeling annotated data, Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval , SIGIR '03, pp.127-134, 2003.
DOI : 10.1145/860435.860460

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.140.6686

G. Carneiro, A. B. Chan, P. J. Moreno, and N. Vasconcelos, Supervised Learning of Semantic Classes for Image Annotation and Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.3, pp.394-410, 2007.
DOI : 10.1109/TPAMI.2007.61

E. Chang, K. Goh, G. Sychay, and G. Wu, CBSA: content-based soft annotation for multimodal image retrieval using bayes point machines, IEEE Transactions on Circuits and Systems for Video Technology, vol.13, issue.1, pp.26-38, 2003.
DOI : 10.1109/TCSVT.2002.808079

R. Datta, D. Joshi, J. Li, and J. Z. Wang, Image retrieval, ACM Computing Surveys, vol.40, issue.2, pp.1-60, 2008.
DOI : 10.1145/1348246.1348248

A. P. Dempster, N. M. Laird, and D. B. Rubin, Maximum likelihood from incomplete data via the EM algorithm, Journal of the Royal Statistical Society, vol.39, issue.1, pp.1-38, 1977.

P. Duygulu, K. Barnard, N. De-freitas, and D. Forsyth, Object Recognition as Machine Translation: Learning a Lexicon for a Fixed Image Vocabulary, Proc. 7th ECCV, pp.97-112, 2002.
DOI : 10.1007/3-540-47979-1_7

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.16.2014

S. L. Feng, R. Manmatha, and V. Lavrenko, Multiple Bernoulli relevance models for image and video annotation, Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2004. CVPR 2004., pp.1002-1009, 2004.
DOI : 10.1109/CVPR.2004.1315274

URL : http://ciir.cs.umass.edu/pubfiles/mm-333.pdf

T. Hofmann, Unsupervised learning by probabilistic latent semantic analysis, Machine Learning, pp.177-196, 2001.

J. Jeon, V. Lavrenko, and R. Manmatha, Automatic image annotation and retrieval using crossmedia relevance models, Proc. 26th Int'l ACM SIGIR Conf, pp.119-126, 2003.
DOI : 10.1145/860435.860459

URL : http://ciir.cs.umass.edu/pubfiles/mm-41.pdf

V. Lavrenko, R. Manmatha, and J. Jeon, A model for learning the semantics of pictures, Proc. NIPS, pp.553-560, 2003.

J. Li and J. Z. Wang, Automatic linguistic indexing of pictures by a statistical modeling approach, IEEE Trans. PAMI, vol.25, issue.9, pp.1075-1088, 2003.

Z. Li, Z. Shi, X. Liu, and Z. Shi, Automatic image annotation with continuous PLSA, 2010 IEEE International Conference on Acoustics, Speech and Signal Processing, pp.806-809, 2010.
DOI : 10.1109/ICASSP.2010.5494943

J. Liu, M. Li, and Q. Liu, Image annotation via graph learning, Pattern Recognition, vol.42, issue.2, pp.218-228, 2009.
DOI : 10.1016/j.patcog.2008.04.012

F. Monay and D. Gatica-perez, Modeling Semantic Aspects for Cross-Media Image Indexing, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.29, issue.10, pp.1802-1817, 2007.
DOI : 10.1109/TPAMI.2007.1097

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.170.6526

J. Read, B. Pfahringer, G. Holmes, and E. Frank, Classifier chains for multi-label classification, Proc. ECML, pp.254-269, 2009.
DOI : 10.1007/978-3-642-04174-7_17

URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.148.1174

C. Wang, S. Yan, and L. Zhang, Multi-label sparse coding for automatic image annotation, Proc. CVPR, pp.1643-1650, 2009.

A. W. Smeulders, M. Worring, and S. Santini, Content-based image retrieval at the end of the early years, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.22, issue.12, pp.22-1349, 2000.
DOI : 10.1109/34.895972