Scaling up Cast Face Detection in Videos at Globo
Abstract
It has been recognized that a significant increase in the production and consumption of video content occurred in the last decade. Many entertainment companies, like Globo, face challenges regarding video metadata generation. The objective of this paper is to present a suitable architecture for the Globo Group to automatically identify actors that appear in each scene of a video stream, generating new metadata annotations that can be used by recommender systems and search engines among different other applications in this industry sector.
Keywords:
computer vision, face recognition, video metadata
References
Castellano, B. (2012). Pyscenedetect.Journal Title, 13(52):123–456.
Pena, R.; Ferreira, F. A.; Caroli, F.; Silva, L. J. S.; and Lopes, H. (2020). Globo facestream: A system for video meta-data generation in an entertainment industry setting. In ICEIS 2020.
Sax, M. J. (2019). Apache kafka. In Sakr, S. and Zomaya, A. Y., editors, Encyclopedia of Big Data Technologies. Springer.
Schroff, F.; Kalenichenko, D.; and Philbin, J. (2015). Facenet: A unified embedding forface recognition and clustering. CoRR, abs/1503.03832
Pena, R.; Ferreira, F. A.; Caroli, F.; Silva, L. J. S.; and Lopes, H. (2020). Globo facestream: A system for video meta-data generation in an entertainment industry setting. In ICEIS 2020.
Sax, M. J. (2019). Apache kafka. In Sakr, S. and Zomaya, A. Y., editors, Encyclopedia of Big Data Technologies. Springer.
Schroff, F.; Kalenichenko, D.; and Philbin, J. (2015). Facenet: A unified embedding forface recognition and clustering. CoRR, abs/1503.03832
Published
2021-07-18
How to Cite
FERREIRA, Felipe A.; OLIVEIRA, Bruno P.; KASSICK, Rodrigo V.; FURLAN, Vinícius; LOPES, Hélio.
Scaling up Cast Face Detection in Videos at Globo. In: INTEGRATED SOFTWARE AND HARDWARE SEMINAR (SEMISH), 48. , 2021, Evento Online.
Anais [...].
Porto Alegre: Sociedade Brasileira de Computação,
2021
.
p. 139-143.
ISSN 2595-6205.
DOI: https://doi.org/10.5753/semish.2021.15816.
