Cross-Cultural Perspectives on Emotion Expressive Humanoid Robotic Head: Recognition of Facial Expressions and Symbols

被引:0
|
作者
Gabriele Trovato
Tatsuhiro Kishi
Nobutsuna Endo
Massimiliano Zecca
Kenji Hashimoto
Atsuo Takanishi
机构
[1] Waseda University,Graduate School of Science and Engineering
[2] Waseda University,Faculty of Science and Engineering
[3] Waseda University,Humanoid Robotics Institute (HRI)
[4] Waseda University,Department of Modern Mechanical Engineering
关键词
Facial expressions; Culture; Emotion expression; Human-Robot Interaction; Communication;
D O I
暂无
中图分类号
学科分类号
摘要
Emotion display through facial expressions is an important channel of communication. However, between humans there are differences in the way a meaning to facial cues is assigned, depending on the background culture. This leads to a gap in recognition rates of expressions: this problem is present when displaying a robotic face too, as a robot’s facial expression recognition is often hampered by a cultural divide, and poor scores of recognition rate may lead to poor acceptance and interaction. It would be desirable if robots could switch their output facial configuration flexibly, adapting to different cultural backgrounds. To achieve this, we made a generation system that produces facial expressions and applied it to the 24 degrees of freedom head of the humanoid social robot KOBIAN-R, and thanks to the work of illustrators and cartoonists, the system can generate two versions of the same expression, in order to be easily recognisable by both Japanese and Western subjects. As a tool for making recognition easier, the display of Japanese comic symbols on the robotic face has also been introduced and evaluated. In this work, we conducted a cross-cultural study aimed at assessing this gap in recognition and finding solutions for it. The investigation was extended to Egyptian subjects too, as a sample of another different culture. Results confirmed the differences in recognition rates, the effectiveness of customising expressions, and the usefulness of symbols display, thereby suggesting that this approach might be valuable for robots that in the future will interact in a multi-cultural environment.
引用
收藏
页码:515 / 527
页数:12
相关论文
共 50 条
  • [21] Perceptual recognition of facial affect: Cross-cultural comparisons
    Massaro, DW
    Ellison, JW
    MEMORY & COGNITION, 1996, 24 (06) : 812 - 822
  • [22] Cross-Cultural Evaluations of Avatar Facial Expressions Designed by Western Designers
    Koda, Tomoko
    Rehm, Matthias
    Andre, Elisabeth
    INTELLIGENT VIRTUAL AGENTS, PROCEEDINGS, 2008, 5208 : 245 - +
  • [23] CROSS-CULTURAL DIFFERENCES IN THE PERCEPTION OF FACIAL EXPRESSIONS OF AMBIGUOUS NOH FACES
    OSAKA, N
    BULLETIN OF THE PSYCHONOMIC SOCIETY, 1986, 24 (06) : 427 - 430
  • [24] Methodological Issues Regarding Cross-Cultural Studies of Judgments of Facial Expressions
    Matsumoto, David
    Hwang, Hyisung C.
    EMOTION REVIEW, 2017, 9 (04) : 375 - 382
  • [25] An Exploratory Study on Cross-Cultural Differences in Facial Emotion Recognition Between Adults From Malaysia and Australia
    Mohan, Sindhu Nair
    Mukhtar, Firdaus
    Jobson, Laura
    FRONTIERS IN PSYCHIATRY, 2021, 12
  • [26] Facial emotion recognition: a cross-cultural comparison of Chinese, Chinese living in Australia, and Anglo-Australians
    Catherine Prado
    David Mellor
    Linda K. Byrne
    Christopher Wilson
    Xiaoyan Xu
    Hong Liu
    Motivation and Emotion, 2014, 38 : 420 - 428
  • [27] Facial emotion recognition: a cross-cultural comparison of Chinese, Chinese living in Australia, and Anglo-Australians
    Prado, Catherine
    Mellor, David
    Byrne, Linda K.
    Wilson, Christopher
    Xu, Xiaoyan
    Liu, Hong
    MOTIVATION AND EMOTION, 2014, 38 (03) : 420 - 428
  • [28] Spanish Emotion Recognition Method Based on Cross-Cultural Perspective
    Liang, Lin
    Wang, Shasha
    FRONTIERS IN PSYCHOLOGY, 2022, 13
  • [29] Is Smiling? Cross-Cultural Study on Recognition of Emoticon's Emotion
    Takahashi, Kohske
    Oishi, Takanori
    Shimada, Masaki
    JOURNAL OF CROSS-CULTURAL PSYCHOLOGY, 2017, 48 (10) : 1578 - 1586
  • [30] Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition
    Kumar, Mani T.
    Sanchez, Enrique
    Tzimiropoulos, Georgios
    Giesbrecht, Timo
    Valstar, Michel
    INTERSPEECH 2021, 2021, : 3390 - 3394