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Authors: Maurizio Pintus ; Maurizio Agelli ; Felice Colucci ; Nicola Corona ; Alessandro Sassu and Federico Santamaria

Affiliation: CRS4, Italy

Keyword(s): Face Detection, Face Recognition, Speaker Recognition, Caption Recognition, Digital Asset Management.

Related Ontology Subjects/Areas/Topics: Applications and Services ; Color and Texture Analyses ; Computer Vision, Visualization and Computer Graphics ; Enterprise Information Systems ; Features Extraction ; Human and Computer Interaction ; Human-Computer Interaction ; Image and Video Analysis

Abstract: The cost of manual metadata production is high, especially for audiovisual content, where a time-consuming inspection is usually required in order to identify the most appropriate annotations. There is a growing need from digital content industries for solutions capable of automating such a process. In this work we present ACTIVE, a platform for indexing and cataloging audiovisual collections through the automatic recognition of faces and speakers. Adopted algorithms are described and our main contributions on people clustering and caption-based people identification are presented. Results of experiments carried out on a set of TV shows and audio files are reported and analyzed. An overview of the whole architecture is presented as well, with a focus on chosen solutions for making the platform easily extensible (plug-ins) and for distributing CPU-intensive calculations across a network of computers.

CC BY-NC-ND 4.0

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Paper citation in several formats:
Pintus, M.; Agelli, M.; Colucci, F.; Corona, N.; Sassu, A. and Santamaria, F. (2016). ACTIVE, an Extensible Cataloging Platform for Automatic Indexing of Audiovisual Content. In Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP; ISBN 978-989-758-175-5; ISSN 2184-4321, SciTePress, pages 574-581. DOI: 10.5220/0005722205740581

@conference{visapp16,
author={Maurizio Pintus. and Maurizio Agelli. and Felice Colucci. and Nicola Corona. and Alessandro Sassu. and Federico Santamaria.},
title={ACTIVE, an Extensible Cataloging Platform for Automatic Indexing of Audiovisual Content},
booktitle={Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP},
year={2016},
pages={574-581},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005722205740581},
isbn={978-989-758-175-5},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2016) - Volume 4: VISAPP
TI - ACTIVE, an Extensible Cataloging Platform for Automatic Indexing of Audiovisual Content
SN - 978-989-758-175-5
IS - 2184-4321
AU - Pintus, M.
AU - Agelli, M.
AU - Colucci, F.
AU - Corona, N.
AU - Sassu, A.
AU - Santamaria, F.
PY - 2016
SP - 574
EP - 581
DO - 10.5220/0005722205740581
PB - SciTePress