A User-Centric Approach to Facial Recognition for TV Content

Metadata

Publisher: SMPTE
Doc Type: Journal Article
Content Type: Original Research
Abbreviated Title: SMPTE Motion Imaging Jour.
Volume: 134, No. 6, pp. 43–49
Abstract: Facial recognition technology (FRT) in broadcasting often lacks evaluation methods tailored to video content and the operational requirements of broad-casters and media archives. We present a user-centric framework that meets these needs through targeted performance metrics and operational workflows that improve relevance, efficiency, and compliance. The approach supports responsible deployment in television and media-archive contexts under the General Data Protection Regulation (GDPR) and the European AI Act.
Publication Date: 2025-10-01
DOI: 10.5594/JMI.2025/OJDI1382
ISSN: Print: 1545-0279 | Electronic: 2160-2492
Link: https://doi.org/10.5594/JMI.2025/OJDI1382
Author(s): Alexandre Rouxel
Alberto Messina
Sebastien Ducret
Pierre Fouche
Keyword(s): Facial Recognition, User-Centric Metrics, Computational Efficiency, Media Archives
Copyright: © 2025 SMPTE

Bibliographic Reference(s)

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Q. Cao, L. Shen, W. Xie, O. M. Parkhi, and A. Zisserman, “VGGFace2: A dataset for recognising faces across pose and age,” Proc. IEEE Int. Conf. Autom. Face Gesture Recognit., pp. 67–74, May 2018. EXTERNAL
G. B. Huang, M. Mattar, T. Berg, and E. Learned-Miller, “Labeled faces in the wild: A database for studying face recognition in unconstrained environments,” Proc. Work-shop Faces Real-Life Images: Detection, Alignment, Recognit., Oct. 2008. EXTERNAL
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P. R. C. Mendes, A. J. G. Busson, S. Colcher, D. Schwabe, A. L. V. Guedes, and C. Laufer, “A cluster-matching-based method for video face recognition,” Proc. Brazilian Symp. Multimedia Web, pp. 97–104, Nov. 2020. EXTERNAL
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Alexandre Rouxel, Alberto Messina, Sebastien Ducret, and Pierre Fouche; A User-Centric Approach to Facial Recognition for TV Content, MIJ 2025, Volume 134, Number 6 (pp. 43 to 49); SMPTE, 2025. Available at https://doi.org/10.5594/JMI.2025/OJDI1382

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Alexandre Rouxel, Alberto Messina, Sebastien Ducret, and Pierre Fouche; A User-Centric Approach to Facial Recognition for TV Content, MIJ 2025, Volume 134, Number 6 (pp. 43 to 49); SMPTE, 2025. Available at https://doi.org/10.5594/JMI.2025/OJDI1382

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<span class="citation">Alexandre Rouxel, Alberto Messina, Sebastien Ducret, and Pierre Fouche; <cite>A User-Centric Approach to Facial Recognition for TV Content</cite>, MIJ 2025, Volume 134, Number 6 (pp. 43 to 49); SMPTE, 2025. Available at <a href="https://doi.org/10.5594/JMI.2025/OJDI1382" target="_blank" rel="noopener">https://doi.org/10.5594/JMI.2025/OJDI1382</a></span>

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Alexandre Rouxel, Alberto Messina, Sebastien Ducret, and Pierre Fouche; A User-Centric Approach to Facial Recognition for TV Content, MIJ 2025, Volume 134, Number 6 (pp. 43 to 49); SMPTE, 2025
doi: 10.5594/JMI.2025/OJDI1382
url: https://doi.org/10.5594/JMI.2025/OJDI1382

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<li>
Alexandre Rouxel, Alberto Messina, Sebastien Ducret, and Pierre Fouche; <cite id="bib-10-5594-jmi-2025-ojdi1382">A User-Centric Approach to Facial Recognition for TV Content</cite>, MIJ 2025, Volume 134, Number 6 (pp. 43 to 49); SMPTE, 2025
<span class="doi">10.5594/JMI.2025/OJDI1382</span>
</li>