IRISA at TrecVid2015: Leveraging Multimodal LDA for Video Hyperlinking

Anca-Roxana Simon 1 Ronan Sicre 1 Rémi Bois 1 Guillaume Gravier 1 Pascale Sébillot 1
1 LinkMedia - Creating and exploiting explicit links between multimedia fragments
IRISA-D6 - MEDIA ET INTERACTIONS, Inria Rennes – Bretagne Atlantique
Abstract : This paper presents the runs that we submitted in the context of the TRECVid 2015 Video Hyperlinking task. The task aims at proposing a set of video segments, called targets, to complement a query video segment defined as anchor. We used automatic transcripts and automatically extracted visual concept as input data. Two out of four runs use cross-modal LDA as a means to jointly make use of visual and audio information in the videos. As a contrast, one is based solely on visual information, and a combination of the cross-modal and visual runs is considered. After presenting the approaches, we discuss the performance obtained by the respective runs, as well as some of the limitations of the evaluation process.
Keywords : Video hyperlinking audio information visual concepts
Type de document :
Communication dans un congrès
TRECVid 2015 Workshop, Nov 2015, Gaithersburg, United States. TRECVid 2015 Workshop, Working Notes of the TRECVid 2015 Workshop
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Contributeur : Pascale Sébillot <>
Soumis le : dimanche 27 novembre 2016 - 14:11:49
Dernière modification le : mercredi 16 mai 2018 - 11:24:10
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Anca-Roxana Simon, Ronan Sicre, Rémi Bois, Guillaume Gravier, Pascale Sébillot. IRISA at TrecVid2015: Leveraging Multimodal LDA for Video Hyperlinking. TRECVid 2015 Workshop, Nov 2015, Gaithersburg, United States. TRECVid 2015 Workshop, Working Notes of the TRECVid 2015 Workshop. 〈hal-01403726〉

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