Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Mascaró, Miquel, Serón, Francisco J., Perales, Francisco J., Varona, Javier, Mas, Ramon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2021
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
_version_ 1783691266722103296
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
work_keys_str_mv AT mascaromiquel laughterandsmilingfacialexpressionmodellingforthegenerationofvirtualaffectivebehavior
AT seronfranciscoj laughterandsmilingfacialexpressionmodellingforthegenerationofvirtualaffectivebehavior
AT peralesfranciscoj laughterandsmilingfacialexpressionmodellingforthegenerationofvirtualaffectivebehavior
AT varonajavier laughterandsmilingfacialexpressionmodellingforthegenerationofvirtualaffectivebehavior
AT masramon laughterandsmilingfacialexpressionmodellingforthegenerationofvirtualaffectivebehavior