Facial emotion recognition with AI

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dc.contributor.authorBallesteros, Jesús A.
dc.contributor.authorRamírez V., Gabriel M.
dc.contributor.authorMoreira, Fernando
dc.contributor.authorSolano , Andrés
dc.contributor.authorPelaez, Carlos Alberto
dc.date.accessioned2024-04-24T17:37:00Z
dc.date.available2024-04-24T17:37:00Z
dc.date.issued2024-04-23
dc.description.abstractThe paper presents a work with AI on using computer vision algorithms to detect human emotions in the context of the video when the user looks at different video images. This work aims to present the development of software that detects emotions by recognizing users’ facial expressions using AI algorithms and image process pipelines. The process of seeing emotions is done by evaluating users with images, which has allowed the application of computer vision algorithms that detect images according to the authors of the discipline of psychology, who propose the emotions and how they can be recognized. In this work, it has been demonstrated that it is possible to recognize emotions with the algorithms used and the development and training of the software performed from facial expressions. However, for a correct interpretation of emotions, the system must be trained in a context with more images and other complementary algorithms that allow differentiating emotions represented by facial expressions with very similar patterns to improve certainty and accuracy.
dc.identifier.citationBallesteros, J. A., Ramírez V., G., Moreira, F., Solano, A., & Pelaez, C. A. (2024). Facial Emotion Recognition with AI. In P. H. Ruiz, V. Agredo-Delgado, & A. Mon (Eds.), Human-Computer Interaction. HCI-COLLAB 2023. Communications in Computer and Information Science, (vol. 1877, pp. 169-184). Springer. https://doi.org/10.1007/978-3-031-57982-0_14. Repositório Institucional UPT. https://hdl.handle.net/11328/5608
dc.identifier.isbn978-3-031-57981-3
dc.identifier.isbn978-3-031-57982-0
dc.identifier.urihttps://hdl.handle.net/11328/5608
dc.language.isoeng
dc.publisherSpringer
dc.relation.hasversionhttps://doi.org/10.1007/978-3-031-57982-0_14
dc.rightsrestricted access
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectFacial Emotion
dc.subjectRecognition
dc.subjectAI
dc.subject.fosCiências Naturais - Ciências da Computação e da Informação
dc.titleFacial emotion recognition with AI
dc.typeconference paper
dspace.entity.typePublication
oaire.citation.endPage184
oaire.citation.startPage169
oaire.citation.titleHuman-Computer Interaction. HCI-COLLAB 2023. Communications in Computer and Information Science
person.affiliation.nameUniversidade Portucalense
person.familyNameMoreira
person.givenNameFernando
person.identifier.ciencia-id7B1C-3A29-9861
person.identifier.orcid0000-0002-0816-1445
person.identifier.ridP-9673-2016
person.identifier.scopus-author-id8649758400
relation.isAuthorOfPublicationbad3408c-ee33-431e-b9a6-cb778048975e
relation.isAuthorOfPublication.latestForDiscoverybad3408c-ee33-431e-b9a6-cb778048975e

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