DocumentCode :
1931195
Title :
Real Time Emotion-Diagnosis of Video Game Players from their Facial Expressions and its Applications to Voice Feed-Backing to Game Players
Author :
Nosu, Kiyhoshi ; Kurokawa, Tomoya ; Horita, Hiroto ; OHHAZAMA, YOSHITAROU ; Takeda, Hiroki
Author_Institution :
Tokai Univ., Tokai
Volume :
4
fYear :
2007
fDate :
19-22 Aug. 2007
Firstpage :
2208
Lastpage :
2212
Abstract :
There has been a considerable amount of research done into the detection and evaluation of human emotions from implicit communication channels, including facial expressions. However, most studies have extracted facial features for some specific emotions in specific situations. This paper describes a real time emotion diagnosis system, which can judge the emotions of a video game player from his/her facial expression and navigate him/her by voice feed-backing messages. Criteria for classifying six emotions were established using a time sequential subjective evaluation of the subject´s emotions as well as the time sequential analysis of the subject´s facial expressions. A voice feed-back system for game players was constructed by using the above mentioned emotion criteria, emotion diagnosis algorithm and synthesized voice generation software.
Keywords :
computer games; emotion recognition; face recognition; feature extraction; image classification; real-time systems; speech synthesis; emotion classification; facial expressions; facial feature extraction; real time emotion-diagnosis system; synthesized voice generation software; video game players; voice feed-backing messages; Cybernetics; Face detection; Facial features; Games; Humans; Machine learning; Navigation; Real time systems; Sequential analysis; Software algorithms; Classification; Diagnosis; Estimation; Real time; Video game; Voice feed back;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Machine Learning and Cybernetics, 2007 International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4244-0973-0
Electronic_ISBN :
978-1-4244-0973-0
Type :
conf
DOI :
10.1109/ICMLC.2007.4370512
Filename :
4370512
Link To Document :
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