Tsinghua facial expression database - A database of facial expressions in Chinese young and older women and men: Development and validation
Yang, Tao1; Yang, Zeyun1; Xu, Guangzheng1; Gao, Duoling1; Zhang, Ziheng1; Wang, Hui1; Liu, Shiyu1; Han, Linfeng1; Zhu, Zhixin1; Tian, Yang1
刊名PLOS ONE
2020-04-15
卷号15期号:4页码:14
ISSN号1932-6203
DOI10.1371/journal.pone.0231304
产权排序3
文献子类article
英文摘要

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.

资助项目Special Fundamental Research Fund for the Central Public Scientific Research Institutes[562018Y-5983] ; Science and Technology Program of China State Administration for Market Regulation[2019MK117] ; Natural Science Foundation of China[81671065] ; ESRC Research Grant[ES/R007527/1] ; Tsinghua Global Scholars Fellowship Program ; China Postdoctoral Science Foundation[2018M641311]
WOS关键词CULTURAL-DIFFERENCES ; EMOTION RECOGNITION ; FACE RECOGNITION ; AGE ; PERCEPTION ; PHOTOGRAPHS ; JUDGMENTS ; WRINKLES ; SCALE
WOS研究方向Science & Technology - Other Topics
语种英语
出版者PUBLIC LIBRARY SCIENCE
WOS记录号WOS:000536003500029
资助机构Special Fundamental Research Fund for the Central Public Scientific Research Institutes ; Science and Technology Program of China State Administration for Market Regulation ; Natural Science Foundation of China ; ESRC Research Grant ; Tsinghua Global Scholars Fellowship Program ; China Postdoctoral Science Foundation
内容类型期刊论文
源URL[http://ir.psych.ac.cn/handle/311026/31990]  
专题心理研究所_健康与遗传心理学研究室
通讯作者Yang, Tao; Sun, Pei
作者单位1.Tsinghua Univ, Sch Social Sci, Dept Psychol, Beijing, Peoples R China
2.China Natl Inst Standardizat, Food & Agr Standardizat Inst, Beijing, Peoples R China
3.Chinese Acad Sci, Inst Psychol, Beijing, Peoples R China
4.Capital Normal Univ, Sch Psychol, Beijing, Peoples R China
5.Goldsmiths Univ London, Dept Psychol, London, England
6.Tsinghua Univ, Tsinghua HLab, Beijing, Peoples R China
7.Tsinghua Univ, Tsinghua Brain & Intelligence Lab, Beijing, Peoples R China
推荐引用方式
GB/T 7714
Yang, Tao,Yang, Zeyun,Xu, Guangzheng,et al. Tsinghua facial expression database - A database of facial expressions in Chinese young and older women and men: Development and validation[J]. PLOS ONE,2020,15(4):14.
APA Yang, Tao.,Yang, Zeyun.,Xu, Guangzheng.,Gao, Duoling.,Zhang, Ziheng.,...&Sun, Pei.(2020).Tsinghua facial expression database - A database of facial expressions in Chinese young and older women and men: Development and validation.PLOS ONE,15(4),14.
MLA Yang, Tao,et al."Tsinghua facial expression database - A database of facial expressions in Chinese young and older women and men: Development and validation".PLOS ONE 15.4(2020):14.
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