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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...

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Autores principales: 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
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
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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.
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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
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