Technicolor and INRIA/IRISA at MediaEval 2011: Learning temporal modality integration with Bayesian Networks

CEUR Workshop Proceedings

Volumn 807, Issue , 2011, Pages

  Penet, Cédric ^a   Demarty, Claire Hélène ^a   Gravier, Guillaume ^b   Gros, Patrick ^b  

^a INRIA   (France)

^b CAMPUS DE BEAULIEU   (France)

Author keywords

Bayesian Networks; Violence detection

Indexed keywords

MULTI-MODALITY; TEMPORAL MODALITIES; VIOLENCE DETECTIONS;

BAYESIAN NETWORKS;

EID: 84867723884     PISSN: 16130073     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (4)

1. G. F. Cooper and E. Herskovits. A Bayesian method for the induction of probabilistic networks from data. Machine Learning, 9:309-347, 1992.
2. C.-H. Demarty, C. Penet, G. Gravier, and M. Soleymani. The MediaEval 2011 Affect Task: Violent Scenes Detection in Hollywood Movies. In MediaEval 2011 Workshop, Pisa, Italy, September 1-2 2011.
3. D. Heckerman. A Tutorial on Learning with Bayesian Networks. Technical report, Microsoft Research, 1995.
4. P. Lucas. Restricted Bayesian Network Structure Learning. In Advances in Bayesian Networks, Studies in Fuzziness and Soft Computing, pages 217-232, 2002.