DocumentCode
155323
Title
Emotional healthcare system: Emotion detection by facial expressions using Japanese database
Author
Tivatansakul, Somchanok ; Ohkura, Michiko ; Puangpontip, Supadchaya ; Achalakul, Tiranee
Author_Institution
Grad. Sch. of Eng., Shibaura Inst. of Technol., Tokyo, Japan
fYear
2014
fDate
25-26 Sept. 2014
Firstpage
41
Lastpage
46
Abstract
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.
Keywords
augmented reality; emotion recognition; face recognition; feature extraction; health care; interactive devices; medical image processing; Japanese database; Kinect; Web-based system; amusement service; augmented reality; emotion detection; emotional aspects; emotional health; emotional health care system; excitement service; facial expression; feature extraction; quality of life; relaxation service; user emotion; Accuracy; Emotion recognition; Feature extraction; Image edge detection; Medical services; Support vector machines; Vectors; E-Healthcare; Emotion Recognition; Facial Expressions;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Electronic Engineering Conference (CEEC), 2014 6th
Conference_Location
Colchester
Type
conf
DOI
10.1109/CEEC.2014.6958552
Filename
6958552
Link To Document