This paper is in the following e-collection/theme issue:

Artificial Intelligence (2136) Applications of AI (288) Clinical Informatics (1326) Imaging Informatics (304) Machine Learning (2078)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/68942, first published .
Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance

Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance

Facial Emotion Recognition of 16 Distinct Emotions From Smartphone Videos: Comparative Study of Machine Learning and Human Performance

Authors of this article:

Marie Keinert1 Author Orcid Image ;   Simon Pistrosch2, 3 Author Orcid Image ;   Adria Mallol-Ragolta2, 3 Author Orcid Image ;   Björn W Schuller2, 3, 4, 5 Author Orcid Image ;   Matthias Berking1 Author Orcid Image
Article Authors Cited by (1) Tweetations (2) Metrics

Marie Keinert   1 , MSc ;   Simon Pistrosch   2, 3 , MSc ;   Adria Mallol-Ragolta   2, 3 , MSc ;   Björn W Schuller   2, 3, 4, 5 , Prof Dr ;   Matthias Berking   1 , Prof Dr

1 Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg, Erlangen, Germany

2 Chair of Health Informatics, Technical University of Munich, Munich, Germany

3 Munich Center for Machine Learning, Munich, Germany

4 Munich Data Science Institute, Munich, Germany

5 Group on Language, Audio, & Music, Imperial College London, London, United Kingdom

Corresponding Author:

  • Marie Keinert, MSc
  • Department of Clinical Psychology and Psychotherapy, Friedrich-Alexander-Universität Erlangen-Nürnberg
  • Nägelsbachstraße 25a
  • Erlangen 91052
  • Germany
  • Phone: 49 9131 ext 8567575
  • Email: marie.keinert@fau.de