DocumentCode
3685503
Title
Improvement of emotional healthcare system with stress detection from ECG signal
Author
S. Tivatansakul;M. Ohkura
Author_Institution
Graduate School of Engineering, Shibaura Institute of Technology, Tokyo, Japan
fYear
2015
Firstpage
6792
Lastpage
6795
Abstract
Our emotional healthcare system is designed to cope with users´ negative emotions in daily life. To make the system more intelligent, we integrated emotion recognition by facial expression to provide appropriate services based on user´s current emotional state. Our emotion recognition by facial expression has confusion issue to recognize some positive, neutral and negative emotions that make the emotional healthcare system provide a relaxation service even though users don´t have negative emotions. Therefore, to increase the effectiveness of the system to provide the relaxation service, we integrate stress detection from ECG signal. The stress detection might be able to address the confusion issue of emotion recognition by facial expression to provide the service. Indeed, our results show that integration of stress detection increases the effectiveness and efficiency of the emotional healthcare system to provide services.
Keywords
"Stress","Emotion recognition","Electrocardiography","Medical services","Accuracy","Face recognition","Real-time systems"
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE
ISSN
1094-687X
Electronic_ISBN
1558-4615
Type
conf
DOI
10.1109/EMBC.2015.7319953
Filename
7319953
Link To Document