DocumentCode :
2631886
Title :
Influence of 3DTV video contents on physiological and psychological measurements of emotional state
Author :
Sakamoto, Kiyomi ; Asahara, Shigeo ; Sakashita, Seiji ; Yamashita, Kuniko ; Okada, Akira
fYear :
2012
fDate :
4-6 June 2012
Firstpage :
1
Lastpage :
4
Abstract :
Using a 50-inch 3DTV and showing four kinds of content, we experimentally evaluated the relationship between TV viewers´ emotional states and specific physiological and psychological indices. As statistical analysis, Pearson product-moment correlation coefficient, multiple regression and principal component analysis were performed to estimate emotional state. Our results indicate that near-infrared spectroscopy (NIRS), which represents one aspect of nervous system activities, is a potentially useful index for evaluating the emotional states of “stressed-relaxed” and “feeling of involvement-of boredom.” Moreover, LF/HF and HR are affected by complex emotional states in each subject for evaluating emotional states.
Keywords :
emotion recognition; infrared spectroscopy; principal component analysis; regression analysis; three-dimensional television; video signal processing; 3DTV video content; NIRS; Pearson product-moment correlation coefficient; TV viewer emotional state; involvement-of boredom feeling; multiple-regression analysis; near-infrared spectroscopy; nervous system activity; physiological measurement; principal component analysis; psychological measurement; statistical analysis; stressed-relaxed emotional state; Biomedical monitoring; Correlation; Fatigue; Hafnium; Heart rate; Physiology; Psychology;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Consumer Electronics (ISCE), 2012 IEEE 16th International Symposium on
Conference_Location :
Harrisburg, PA
ISSN :
0747-668X
Print_ISBN :
978-1-4673-1354-4
Type :
conf
DOI :
10.1109/ISCE.2012.6241712
Filename :
6241712
Link To Document :
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