Globo Face Stream: A System for Video Meta-data Generation in an Entertainment Industry Setting

Rafael Pena, Felipe Ferreira, Frederico Caroli, Luiz Schirmer, Hélio Lopes

Abstract

The amount of recorded video in the world is increasing a lot due not only to the humans interests and habits regarding this kind of media, but also the diversity of devices used to create them. However, there is a lack of information about video content because generating video meta-data is complex. It requires too much time to be performed by humans, and from the technology perspective, it is not easy to overcome obstacles regarding the huge amount and diversity of video frames. The manuscript proposes an automated face recognition system to detect soap opera characters within videos, called Globo Face Stream. It was developed to recognize characters, in order to increase video meta-data. It combines standard computer vision techniques to improved accuracy by processing existing models output data in a complementary manner. The model performed accurately using a real life dataset from a large media company.

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Paper Citation


in Harvard Style

Pena R., Ferreira F., Caroli F., Schirmer L. and Lopes H. (2020). Globo Face Stream: A System for Video Meta-data Generation in an Entertainment Industry Setting.In Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-758-423-7, pages 350-358. DOI: 10.5220/0009380203500358


in Bibtex Style

@conference{iceis20,
author={Rafael Pena and Felipe Ferreira and Frederico Caroli and Luiz Schirmer and Hélio Lopes},
title={Globo Face Stream: A System for Video Meta-data Generation in an Entertainment Industry Setting},
booktitle={Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2020},
pages={350-358},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009380203500358},
isbn={978-989-758-423-7},
}


in EndNote Style

TY - CONF

JO - Proceedings of the 22nd International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - Globo Face Stream: A System for Video Meta-data Generation in an Entertainment Industry Setting
SN - 978-989-758-423-7
AU - Pena R.
AU - Ferreira F.
AU - Caroli F.
AU - Schirmer L.
AU - Lopes H.
PY - 2020
SP - 350
EP - 358
DO - 10.5220/0009380203500358