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

2 引文 (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Hong Kong
城市Hong Kong
期間15-12-1915-12-22

指紋

Facial Expression
Mood Disorders
Databases
Emotions
Bipolar Disorder
Statistics

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition
  • Social Psychology
  • Artificial Intelligence
  • Computer Networks and Communications

引用此文

Huang, K. Y., Wu, C. H., Kuo, Y. T., Yen, H. H., Jang, F. L., & Chiu, Y. H. (2016). Data collection of elicited facial expressions and speech responses for mood disorder detection. 於 Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015 (頁 42-45). [7498502] (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOT.2015.7498502
Huang, Kun Yi ; Wu, Chung Hsien ; Kuo, Yu Ting ; Yen, Hsiao Hsuan ; Jang, Fong Lin ; Chiu, Yu Hsien. / Data collection of elicited facial expressions and speech responses for mood disorder detection. Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc., 2016. 頁 42-45 (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015).
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abstract = "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.",
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Huang, KY, Wu, CH, Kuo, YT, Yen, HH, Jang, FL & Chiu, YH 2016, Data collection of elicited facial expressions and speech responses for mood disorder detection. 於 Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015., 7498502, Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015, Institute of Electrical and Electronics Engineers Inc., 頁 42-45, 3rd International Conference on Orange Technologies, ICOT 2015, Hong Kong, Hong Kong, 15-12-19. https://doi.org/10.1109/ICOT.2015.7498502

Data collection of elicited facial expressions and speech responses for mood disorder detection. / Huang, Kun Yi; Wu, Chung Hsien; Kuo, Yu Ting; Yen, Hsiao Hsuan; Jang, Fong Lin; Chiu, Yu Hsien.

Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc., 2016. p. 42-45 7498502 (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015).

研究成果: Conference contribution

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AB - 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.

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Huang KY, Wu CH, Kuo YT, Yen HH, Jang FL, Chiu YH. Data collection of elicited facial expressions and speech responses for mood disorder detection. 於 Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc. 2016. p. 42-45. 7498502. (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015). https://doi.org/10.1109/ICOT.2015.7498502