Identification of muscle fatigue by tracking facial expressions

• Marco C. Uchida ,

  Contributed equally to this work with: Marco C. Uchida, Luís Felipe Milano Teixeira, Paulo Henrique Marchetti

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: uchida@unicamp.br

  Affiliation Department of Adapted Physical Activity, School of Physical Education, University of Campinas, Campinas, São Paulo, Brazil

  ⨯
• Renato Carvalho,

  Roles Data curation, Methodology

  Affiliation Department of Physical Education, UNIFIEO, Osasco, São Paulo, Brazil

  ⨯
• Vitor Daniel Tessutti,

  Roles Conceptualization, Data curation, Methodology

  Affiliation Department of Physical Education, University of Ribeirão Preto, Guarujá, São Paulo, Brazil

  ⨯
• Reury Frank Pereira Bacurau ,

  Roles Conceptualization, Methodology, Writing – original draft, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation School of Arts Sciences and Humanities, University of São Paulo, São Paulo, Brazil

  ⨯
• Hélio José Coelho-Júnior ,

  Roles Data curation, Methodology, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Department of Adapted Physical Activity, School of Physical Education, University of Campinas, Campinas, São Paulo, Brazil

  ⨯
• Luciane Portas Capelo ,

  Roles Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliation Institute of Science and Technology, Federal University of São Paulo, São José dos Campos, São Paulo, Brazil

  ⨯
• Heloiza Prando Ramos,

  Roles Writing – original draft

  Affiliations Department of Adapted Physical Activity, School of Physical Education, University of Campinas, Campinas, São Paulo, Brazil, Department of Psychology, Faculty of Americana, Americana, São Paulo, Brazil

  ⨯
• Marcia Calixto dos Santos,

  Roles Writing – original draft

  Affiliation Department of Psychology, Faculty of Americana, Americana, São Paulo, Brazil

  ⨯
• Luís Felipe Milano Teixeira ,

  Contributed equally to this work with: Marco C. Uchida, Luís Felipe Milano Teixeira, Paulo Henrique Marchetti

  Roles Conceptualization, Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

  Affiliations Department of Adapted Physical Activity, School of Physical Education, University of Campinas, Campinas, São Paulo, Brazil, Department of Physical Education, University of Sorocaba, Sorocaba, São Paulo, Brazil

  http://orcid.org/0000-0002-7669-6011

  ⨯
• Paulo Henrique Marchetti

  Contributed equally to this work with: Marco C. Uchida, Luís Felipe Milano Teixeira, Paulo Henrique Marchetti

  Roles Conceptualization, Data curation, Formal analysis, Methodology, Validation, Writing – original draft, Writing – review & editing

  Affiliation Department of Kinesiology, California State University, Northridge, California, United States of America

  ⨯