Emotional healthcare system: Emotion detection by facial expressions using Japanese database

Somchanok Tivatansakul, Michiko Ohkura, Supadchaya Puangpontip, Tiranee Achalakul

研究成果: Conference contribution

32 被引用数 (Scopus)

抄録

Good emotional health is one important point to improve quality of life. On the other hand, bad emotional health can lead to social or mental health problems. To cope with the bad emotional health caused by negative emotions in daily life, we design a healthcare system that focuses on emotional aspects and provides services to improve user emotions. To improve them, we need to recognize their current emotional states. Therefore, our system integrates emotion detection to suggest appropriate services and is designed as a web-based system. While users use the system, facial expressions and speech are detected and analyzed to determine their emotions. When negative emotions are detected, our system suggests that users take a break and provides appropriate services (including relaxation, amusement and excitement services) with augmented reality and Kinect to improve their emotional states. This paper focuses on feature extraction and the classification of emotion detection by facial expressions.

本文言語English
ホスト出版物のタイトル2014 6th Computer Science and Electronic Engineering Conference, CEEC 2014 - Conference Proceedings
出版社Institute of Electrical and Electronics Engineers Inc.
ページ41-46
ページ数6
ISBN(電子版)9781479966912
DOI
出版ステータスPublished - 2014 11 14
イベント2014 6th Computer Science and Electronic Engineering Conference, CEEC 2014 - Colchester, United Kingdom
継続期間: 2014 9 252014 9 26

出版物シリーズ

名前2014 6th Computer Science and Electronic Engineering Conference, CEEC 2014 - Conference Proceedings

Conference

Conference2014 6th Computer Science and Electronic Engineering Conference, CEEC 2014
国/地域United Kingdom
CityColchester
Period14/9/2514/9/26

ASJC Scopus subject areas

  • 電子工学および電気工学
  • コンピュータ サイエンス(全般)

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