• DocumentCode
    149497
  • 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
  • fYear
    2014
  • fDate
    1-5 Sept. 2014
  • Firstpage
    2135
  • Lastpage
    2139
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
  • Conference_Location
    Lisbon
  • Type

    conf

  • Filename
    6952767