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PUC Minas and IRISA at Multimodal Person Discovery

Abstract : This paper describes the systems developed by PUC Minas and IRISA for the person discovery task at MediaEval 2016. We adopt a graph-based representation and investigate two tag-propagation approaches to associate overlays co-occurring with some speaking faces to other visually or audiovisually similar speaking faces. Given a video, we first build a graph from the detected speaking faces (nodes) and their audiovisual similarities (edges). Each node is associated to its co-occurring overlays (tags) when they exist. Then, we consider two tag-propagation approaches, respectively based on a random walk strategy and on Kruskal's algorithm.
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https://hal.archives-ouvertes.fr/hal-01400261
Contributor : Guillaume Gravier <>
Submitted on : Wednesday, November 23, 2016 - 9:48:43 PM
Last modification on : Friday, March 6, 2020 - 1:32:03 AM
Document(s) archivé(s) le : Tuesday, March 21, 2017 - 6:18:05 AM

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MediaEval_2016_paper_34.pdf
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  • HAL Id : hal-01400261, version 1

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Gabriel Sargent, Gabriel Barbosa de Fonseca, Izabela Lyon Freire, Ronan Sicre, Zenilton Do Patrocínio Jr., et al.. PUC Minas and IRISA at Multimodal Person Discovery. Working Notes Proceedings of the MediaEval Workshop, Oct 2016, Hilversum, Netherlands. ⟨hal-01400261⟩

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