Cargando…
Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation
Perception of facial identity and emotional expressions is fundamental to social interactions. Recently, interest in age associated changes in the processing of faces has grown rapidly. Due to the lack of older faces stimuli, most previous age-comparative studies only used young faces stimuli, which...
Autores principales: | , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7159817/ https://www.ncbi.nlm.nih.gov/pubmed/32294105 http://dx.doi.org/10.1371/journal.pone.0231304 |
_version_ | 1783522644978565120 |
---|---|
author | Yang, Tao Yang, Zeyun Xu, Guangzheng Gao, Duoling Zhang, Ziheng Wang, Hui Liu, Shiyu Han, Linfeng Zhu, Zhixin Tian, Yang Huang, Yuqi Zhao, Lei Zhong, Kui Shi, Bolin Li, Juan Fu, Shimin Liang, Peipeng Banissy, Michael J. Sun, Pei |
author_facet | Yang, Tao Yang, Zeyun Xu, Guangzheng Gao, Duoling Zhang, Ziheng Wang, Hui Liu, Shiyu Han, Linfeng Zhu, Zhixin Tian, Yang Huang, Yuqi Zhao, Lei Zhong, Kui Shi, Bolin Li, Juan Fu, Shimin Liang, Peipeng Banissy, Michael J. Sun, Pei |
author_sort | Yang, Tao |
collection | PubMed |
description | Perception of facial identity and emotional expressions is fundamental to social interactions. Recently, interest in age associated changes in the processing of faces has grown rapidly. Due to the lack of older faces stimuli, most previous age-comparative studies only used young faces stimuli, which might cause own-age advantage. None of the existing Eastern face stimuli databases contain face images of different age groups (e.g. older adult faces). In this study, a database that comprises images of 110 Chinese young and older adults displaying eight facial emotional expressions (Neutral, Happiness, Anger, Disgust, Surprise, Fear, Content, and Sadness) was constructed. To validate this database, each image was rated on the basis of perceived facial expressions, perceived emotional intensity, and perceived age by two different age groups. Results have shown an overall 79.08% correct identification rate in the validation. Access to the freely available database can be requested by emailing the corresponding authors. |
format | Online Article Text |
id | pubmed-7159817 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-71598172020-04-22 Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation Yang, Tao Yang, Zeyun Xu, Guangzheng Gao, Duoling Zhang, Ziheng Wang, Hui Liu, Shiyu Han, Linfeng Zhu, Zhixin Tian, Yang Huang, Yuqi Zhao, Lei Zhong, Kui Shi, Bolin Li, Juan Fu, Shimin Liang, Peipeng Banissy, Michael J. Sun, Pei PLoS One Research Article Perception of facial identity and emotional expressions is fundamental to social interactions. Recently, interest in age associated changes in the processing of faces has grown rapidly. Due to the lack of older faces stimuli, most previous age-comparative studies only used young faces stimuli, which might cause own-age advantage. None of the existing Eastern face stimuli databases contain face images of different age groups (e.g. older adult faces). In this study, a database that comprises images of 110 Chinese young and older adults displaying eight facial emotional expressions (Neutral, Happiness, Anger, Disgust, Surprise, Fear, Content, and Sadness) was constructed. To validate this database, each image was rated on the basis of perceived facial expressions, perceived emotional intensity, and perceived age by two different age groups. Results have shown an overall 79.08% correct identification rate in the validation. Access to the freely available database can be requested by emailing the corresponding authors. Public Library of Science 2020-04-15 /pmc/articles/PMC7159817/ /pubmed/32294105 http://dx.doi.org/10.1371/journal.pone.0231304 Text en © 2020 Yang et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Yang, Tao Yang, Zeyun Xu, Guangzheng Gao, Duoling Zhang, Ziheng Wang, Hui Liu, Shiyu Han, Linfeng Zhu, Zhixin Tian, Yang Huang, Yuqi Zhao, Lei Zhong, Kui Shi, Bolin Li, Juan Fu, Shimin Liang, Peipeng Banissy, Michael J. Sun, Pei Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title | Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title_full | Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title_fullStr | Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title_full_unstemmed | Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title_short | Tsinghua facial expression database – A database of facial expressions in Chinese young and older women and men: Development and validation |
title_sort | tsinghua facial expression database – a database of facial expressions in chinese young and older women and men: development and validation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7159817/ https://www.ncbi.nlm.nih.gov/pubmed/32294105 http://dx.doi.org/10.1371/journal.pone.0231304 |
work_keys_str_mv | AT yangtao tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT yangzeyun tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT xuguangzheng tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT gaoduoling tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT zhangziheng tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT wanghui tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT liushiyu tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT hanlinfeng tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT zhuzhixin tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT tianyang tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT huangyuqi tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT zhaolei tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT zhongkui tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT shibolin tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT lijuan tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT fushimin tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT liangpeipeng tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT banissymichaelj tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation AT sunpei tsinghuafacialexpressiondatabaseadatabaseoffacialexpressionsinchineseyoungandolderwomenandmendevelopmentandvalidation |