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Laughter and smiling facial expression modelling for the generation of virtual affective behavior
Laughter and smiling are significant facial expressions used in human to human communication. We present a computational model for the generation of facial expressions associated with laughter and smiling in order to facilitate the synthesis of such facial expressions in virtual characters. In addit...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8115814/ https://www.ncbi.nlm.nih.gov/pubmed/33979375 http://dx.doi.org/10.1371/journal.pone.0251057 |
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author | Mascaró, Miquel Serón, Francisco J. Perales, Francisco J. Varona, Javier Mas, Ramon |
author_facet | Mascaró, Miquel Serón, Francisco J. Perales, Francisco J. Varona, Javier Mas, Ramon |
author_sort | Mascaró, Miquel |
collection | PubMed |
description | Laughter and smiling are significant facial expressions used in human to human communication. We present a computational model for the generation of facial expressions associated with laughter and smiling in order to facilitate the synthesis of such facial expressions in virtual characters. In addition, a new method to reproduce these types of laughter is proposed and validated using databases of generic and specific facial smile expressions. In particular, a proprietary database of laugh and smile expressions is also presented. This database lists the different types of classified and generated laughs presented in this work. The generated expressions are validated through a user study with 71 subjects, which concluded that the virtual character expressions built using the presented model are perceptually acceptable in quality and facial expression fidelity. Finally, for generalization purposes, an additional analysis shows that the results are independent of the type of virtual character’s appearance. |
format | Online Article Text |
id | pubmed-8115814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-81158142021-05-24 Laughter and smiling facial expression modelling for the generation of virtual affective behavior Mascaró, Miquel Serón, Francisco J. Perales, Francisco J. Varona, Javier Mas, Ramon PLoS One Research Article Laughter and smiling are significant facial expressions used in human to human communication. We present a computational model for the generation of facial expressions associated with laughter and smiling in order to facilitate the synthesis of such facial expressions in virtual characters. In addition, a new method to reproduce these types of laughter is proposed and validated using databases of generic and specific facial smile expressions. In particular, a proprietary database of laugh and smile expressions is also presented. This database lists the different types of classified and generated laughs presented in this work. The generated expressions are validated through a user study with 71 subjects, which concluded that the virtual character expressions built using the presented model are perceptually acceptable in quality and facial expression fidelity. Finally, for generalization purposes, an additional analysis shows that the results are independent of the type of virtual character’s appearance. Public Library of Science 2021-05-12 /pmc/articles/PMC8115814/ /pubmed/33979375 http://dx.doi.org/10.1371/journal.pone.0251057 Text en © 2021 Mascaró et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Mascaró, Miquel Serón, Francisco J. Perales, Francisco J. Varona, Javier Mas, Ramon Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title | Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title_full | Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title_fullStr | Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title_full_unstemmed | Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title_short | Laughter and smiling facial expression modelling for the generation of virtual affective behavior |
title_sort | laughter and smiling facial expression modelling for the generation of virtual affective behavior |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8115814/ https://www.ncbi.nlm.nih.gov/pubmed/33979375 http://dx.doi.org/10.1371/journal.pone.0251057 |
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