X. Naturel, G. Gravier, and P. Gros, Fast Structuring of Large Television Streams Using Program Guides, 4th International Workshop on Adaptive Multimedia Retrieval, AMR'06, 2006.
DOI : 10.1007/978-3-540-71545-0_17

X. Naturel and P. Gros, Detecting repeats for video structuring, Multimedia Tools and Applications, pp.233-252, 2008.
DOI : 10.1007/s11042-007-0180-1
URL : https://hal.archives-ouvertes.fr/inria-00568177

J. Poli, An automatic television stream structuring system for television archives holders Multimedia systems, pp.255-275, 2008.

G. Manson, S. Berrani, A. Pranjal, R. Delip, and R. Balaraman, An inductive logic programming-based approach for TV stream segment classification Part of speech tagging and chunking with hmm and crf, IEEE International Symposium on Multimedia, ISM'08 Proceedings of NLP Association of India (NLPAI) Machine Learning Contest, 2006.

M. Constant, I. Tellier, D. Duchier, Y. Dupont, A. Sigogne et al., Intégrer des connaissances liguistiques dans un CRF : ApplicationàApplication`Applicationà l'apprentissage d'un segmenteur- ´ etiqueteur du français, Traitement Automatique du Langage Naturel (TALN'11), 2011.

F. Sha and F. Pereira, Shallow parsing with conditional random fields, Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology , NAACL '03, p.3, 2003.
DOI : 10.3115/1073445.1073473

T. Wang, J. Li, Q. Diao, Y. Z. Wei, C. Hu et al., Semantic event detection using conditional random fields, IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW '06), 2006.

N. Zhang, L. Duan, Q. Huang, L. Li, W. Gao et al., Automatic video genre categorization and event detection techniques on large-scale sports data, Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research, CASCON '10, 2010.
DOI : 10.1145/1923947.1923977

W. Lu, J. Ting, K. P. Murphy, and J. J. Little, Identifying players in broadcast sports videos using conditional random fields, CVPR 2011, 2011.
DOI : 10.1109/CVPR.2011.5995562

L. R. Rabiner and B. H. Juang, An introduction to hidden Markov models, IEEE ASSP Magazine, 1986.
DOI : 10.1109/MASSP.1986.1165342

L. R. Rabiner, A tutorial on Hidden Markov Models and selected applications in speech recognition, Proceedings of the IEEE, pp.257-286, 1989.

J. Lafferty, A. Mccallum, and F. Pereira, Conditional random fields: Probabilistic models for segmenting and labeling sequence data, International Conference on Machine Learning (ICML), 2001.

S. , D. Pietra, V. D. Pietra, and J. Lafferty, Inducing features of random fields, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.19, issue.4, pp.380-393, 1997.

N. N. Schraudolph, J. Yu, and S. Günter, A stochastic quasi-Newton method for online convex optimization, Proceedings of 11th International Conference on Artificial Intelligence and Statistics, ser. Workshop and Conference Proceedings, pp.436-443, 2007.

Z. A. Ibrahim and P. Gros, TV Stream Structuring, ISRN Signal Processing, vol.214, issue.1, 2011.
DOI : 10.1109/TMM.2006.889352
URL : https://hal.archives-ouvertes.fr/inria-00601845