Fusion of Speech, Faces and Text for Person Identification in TV Broadcast

Abstract : The REPERE challenge is a project aiming at the evaluation of systems for supervised and unsupervised multimodal recognition of people in TV broadcast. In this paper, we describe, evaluate and discuss QCompere consortium submissions to the 2012 REPERE evaluation campaign dry-run. Speaker identification (and face recognition) can be greatly improved when combined with name detection through video optical character recognition. Moreover, we show that unsupervised multimodal person recognition systems can achieve performance nearly as good as supervised monomodal ones (with several hundreds of identity models).
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Communication dans un congrès
Andrea Fusiello, Vittorio Murino, Rita Cucchiara. ECCV 2012 - 12th European Conference on Computer Vision, Oct 2012, Firenze, Italy. Springer Berlin, 7585, pp.385-394, 2012, Proceedings of Computer Vision - ECCV 2012. Workshops and Demonstrations, Part III. 〈10.1007/978-3-642-33885-4_39〉
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Soumis le : lundi 6 août 2012 - 10:34:55
Dernière modification le : jeudi 12 juillet 2018 - 13:58:03
Document(s) archivé(s) le : vendredi 16 décembre 2016 - 04:23:54

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Hervé Bredin, Johann Poignant, Makarand Tapaswi, Guillaume Fortier, Viet Bac Le, et al.. Fusion of Speech, Faces and Text for Person Identification in TV Broadcast. Andrea Fusiello, Vittorio Murino, Rita Cucchiara. ECCV 2012 - 12th European Conference on Computer Vision, Oct 2012, Firenze, Italy. Springer Berlin, 7585, pp.385-394, 2012, Proceedings of Computer Vision - ECCV 2012. Workshops and Demonstrations, Part III. 〈10.1007/978-3-642-33885-4_39〉. 〈hal-00722884〉

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