Data collection of elicited facial expressions and speech responses for mood disorder detection

Kun Yi Huang, Chung Hsien Wu, Yu Ting Kuo, Hsiao Hsuan Yen, Fong Lin Jang, Yu Hsien Chiu

研究成果: Conference contribution

4 引文 斯高帕斯(Scopus)

摘要

Mood disorders include unipolar disorder (UD) and bipolar disorder (BD). In this work, database collection of facial expressions and speech responses based on eliciting emotional videos for mood disorder detection is proposed. First, the chi-squared test was used to evaluate the agreement among manual selection of eliciting emotional videos from 11 candidate emotion videos. Six eliciting emotional videos were selected and then applied to elicit speech responses and facial expressions of the patients. In this paper, the collection procedure of the elicited data is described and the statistics of the database is provided. The collected mood database can be used in mood disorder detection and studies on emotions from elicitation.

原文English
主出版物標題Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015
發行者Institute of Electrical and Electronics Engineers Inc.
頁面42-45
頁數4
ISBN(電子)9781467382373
DOIs
出版狀態Published - 2016 六月 22
事件3rd International Conference on Orange Technologies, ICOT 2015 - Hong Kong, Hong Kong
持續時間: 2015 十二月 192015 十二月 22

出版系列

名字Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015

Other

Other3rd International Conference on Orange Technologies, ICOT 2015
國家/地區Hong Kong
城市Hong Kong
期間15-12-1915-12-22

All Science Journal Classification (ASJC) codes

  • 電腦視覺和模式識別
  • 社會心理學
  • 人工智慧
  • 電腦網路與通信

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