Articles producció científica> Psicologia

Automated emotional facial expression assessment and emotional elicitation through film clip stimuli

  • Identification data

    Identifier: imarina:9139034
    Authors:
    Ventura, DavidHeredia, LuisTorrente, MargaritaVicens, Paloma
    Abstract:
    © 2020 Institute of Experimental Psychology, Centre of Social and Psychological Sciences, Slovak Academy of Sciences. All rights reserved. Numerous film clip databases are available for eliciting emotional states in humans. Some of the databases have been validated through self-reported questionnaires based on the discrete emotions perspective. In this study we analyzed some of these film clips using a software to assess emotional facial expression in humans. To do so, we selected 12 emotional stimuli (two for each emotion assessed). Other film clips containing basic mathematical operations were used as distractor stimuli. In total, 65 healthy volunteers participated in this study. We performed statistical analyses to compare differences in the discrete emotional intensities of each stimulus and compared these intensities with the distractor stimuli. Although the emotional facial recognition software was able to clearly detect discrete emotions for some stimuli (happiness and anger), some inconsistencies were found between previous self-reported emotional assessments studies and the data obtained with this software. Our results also showed that film clip stimuli present a complex emotional profile, making it difficult to classify them into discrete categories. Software to detect facial emotional expression may therefore be a useful tool for investigating emotions and the emotional profiles of film clip stimuli. However, further studies are needed to corroborate our results.
  • Others:

    Author, as appears in the article.: Ventura, David; Heredia, Luis; Torrente, Margarita; Vicens, Paloma
    Department: Psicologia
    e-ISSN: 2585-8815
    URV's Author/s: Heredia Santaella, Luis / Torrente Torné, Margarita / Vicens Calderón, Paloma
    Keywords: Film clips databases Facial recognition software Emotional elicitation Emotion
    Abstract: © 2020 Institute of Experimental Psychology, Centre of Social and Psychological Sciences, Slovak Academy of Sciences. All rights reserved. Numerous film clip databases are available for eliciting emotional states in humans. Some of the databases have been validated through self-reported questionnaires based on the discrete emotions perspective. In this study we analyzed some of these film clips using a software to assess emotional facial expression in humans. To do so, we selected 12 emotional stimuli (two for each emotion assessed). Other film clips containing basic mathematical operations were used as distractor stimuli. In total, 65 healthy volunteers participated in this study. We performed statistical analyses to compare differences in the discrete emotional intensities of each stimulus and compared these intensities with the distractor stimuli. Although the emotional facial recognition software was able to clearly detect discrete emotions for some stimuli (happiness and anger), some inconsistencies were found between previous self-reported emotional assessments studies and the data obtained with this software. Our results also showed that film clip stimuli present a complex emotional profile, making it difficult to classify them into discrete categories. Software to detect facial emotional expression may therefore be a useful tool for investigating emotions and the emotional profiles of film clip stimuli. However, further studies are needed to corroborate our results.
    Thematic Areas: Psychology, multidisciplinary Psychology (miscellaneous) Psychology (all) Psychology Psicología Interdisciplinar General psychology Ciencias sociales
    licence for use: https://creativecommons.org/licenses/by/3.0/es/
    ISSN: 0039-3320
    Author's mail: luis.heredia@urv.cat paloma.vicens@urv.cat luis.heredia@urv.cat margarita.torrente@urv.cat
    Author identifier: 0000-0001-9330-9418 0000-0003-0732-5070 0000-0001-9330-9418 0000-0002-8901-6345
    Record's date: 2024-10-12
    Papper version: info:eu-repo/semantics/publishedVersion
    Link to the original source: https://journals.savba.sk/index.php/studiapsychologica/article/view/38
    Licence document URL: https://repositori.urv.cat/ca/proteccio-de-dades/
    Papper original source: Studia Psychologica. 62 (4): 350-363
    APA: Ventura, David; Heredia, Luis; Torrente, Margarita; Vicens, Paloma (2020). Automated emotional facial expression assessment and emotional elicitation through film clip stimuli. Studia Psychologica, 62(4), 350-363. DOI: 10.31577/SP.2020.04.809
    Article's DOI: 10.31577/SP.2020.04.809
    Entity: Universitat Rovira i Virgili
    Journal publication year: 2020
    Publication Type: Journal Publications
  • Keywords:

    Psychology,Psychology (Miscellaneous),Psychology, Multidisciplinary
    Film clips databases
    Facial recognition software
    Emotional elicitation
    Emotion
    Psychology, multidisciplinary
    Psychology (miscellaneous)
    Psychology (all)
    Psychology
    Psicología
    Interdisciplinar
    General psychology
    Ciencias sociales
  • Documents:

  • Cerca a google

    Search to google scholar