Assessing Emotions in a Cross-Cultural Context

被引:0
|
作者
Quiros-Ramirez, Maria Alejandra [1 ]
Onisawa, Takehisa [2 ]
机构
[1] Univ Tsukuba, Grad Sch Syst & Informat Engn, Onisawa Lab, 1-1-1 Tennodai, Tsukuba, Ibaraki 3058573, Japan
[2] Univ Tsukuba, Grad Sch Syst & Informat Engn, Tsukuba, Ibaraki 3058573, Japan
关键词
emotion encoding; emotion recognition; cross-cultural; context; emotion database; universality; specificity; valence; EXPRESSION;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Emotion recognition systems could support professionals in a wide range of areas. Several work in emotion recognition has been carried out in the last decades, yet few attention has been payed to cross-culture context emotion recognition. Multimodal emotional expressions from 36 subjects with different cultural backgrounds were collected. In the experiment, participants observed and assessed emotional images in a 5 point positive and negative emotional valence scale. This information was used as ground truth for the recorded information. The dataset was segmented for all the participants and partially labeled for 8 of them, for a total of 160 segments. Recognition of positive and negative emotions was obtained from the dataset suggesting agreement points in expression of emotion between cultures.
引用
收藏
页码:2967 / 2972
页数:6
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