Title :
EEG correlates during video quality perception
Author :
Kroupi, Eleni ; Hanhart, Philippe ; Jong-Seok Lee ; Rerabek, Martin ; Ebrahimi, Touradj
Author_Institution :
Multimedia Signal Process. Group (MMSPG), Ecole Polytech. Fed. de Lausanne (EPFL), Lausanne, Switzerland
Abstract :
Understanding Quality of Experience (QoE) in various multimedia contents is still challenging. In this paper, we investigate the way QoE affects brain oscillations captured by electroencephalography (EEG). In particular, sixteen subjects watched 2D and 3D videos of various quality levels while their EEG signals were recorded, and were asked to provide their self-assessed perceived quality ratings for each video. EEG signals were decomposed into six frequency bands, namely theta, alpha, beta low, beta middle, beta high and gamma bands. The results revealed frontal asymmetry patterns in the alpha band, which correspond to right frontal activation when perceived quality is low. This finding implies that perceived high quality may be related to positive emotional processes.
Keywords :
electroencephalography; medical image processing; quality of service; video signal processing; 3D videos; EEG signal correlation; QoE; alpha frequency bands; beta high frequency bands; beta low frequency bands; beta middle frequency bands; brain oscillations; electroencephalography; frontal asymmetry patterns; gamma frequency bands; multimedia contents; positive emotional processes; quality of experience; right frontal activation; self-assessed perceived quality ratings; theta frequency bands; video quality perception; watched 2D videos; Correlation; Electroencephalography; Feature extraction; Quality assessment; Rendering (computer graphics); Three-dimensional displays; Video sequences; EEG; QoE; frontal asymmetry;
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon