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Training machine learning algorithms for automatic facial coding: The role of emotional facial expressions’ prototypicality

Automatic facial coding (AFC) is a promising new research tool to efficiently analyze emotional facial expressions. AFC is based on machine learning procedures to infer emotion categorization from facial movements (i.e., Action Units). State-of-the-art AFC accurately classifies intense and prototypi...

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Detalles Bibliográficos
Autores principales: Büdenbender, Björn, Höfling, Tim T. A., Gerdes, Antje B. M., Alpers, Georg W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9916590/
https://www.ncbi.nlm.nih.gov/pubmed/36763694
http://dx.doi.org/10.1371/journal.pone.0281309