DocumentCode :
2921351
Title :
Perception of low-quality videos analyzed by means of electroencephalography
Author :
Arndt, Sebastian ; Antons, Jan-Niklas ; Schleicher, Robert ; Möller, Sebastian ; Curio, Gabriel
Author_Institution :
Quality & Usability Lab., Tech. Univ. Berlin, Berlin, Germany
fYear :
2012
fDate :
5-7 July 2012
Firstpage :
284
Lastpage :
289
Abstract :
The subjective evaluation of video quality mostly relies on opinion tests in which test participants judge perceived quality on rating scales. However, these methods provide limited insight how the quality judgments are being formed in the brain. In past studies we showed the general feasibility to complement opinion tests with physiological measures, as the electroencephalography (EEG), for pure video and audio experiments. To establish EEG as a reliable complement measurement method in standard quality rating tests, the next step is to validate the method in the audiovisual domain. For this purpose we conducted an experiment using audiovisual stimuli and degraded these in both modalities. We show that the more degraded a video is the earlier and higher the P300 amplitude is rising. In addition, the peak amplitudes are highly correlated with the audiovisual Mean Opinion Score (MOS).
Keywords :
audio-visual systems; electroencephalography; medical signal processing; visual perception; EEG; audio experiments; audiovisual domain; audiovisual mean opinion score; audiovisual stimuli; brain; electroencephalography; low-quality video perception; opinion testing; physiological measurement; quality judgments; rating scales; standard quality rating testing; video experiments; video quality; Atmospheric measurements; Degradation; Electrodes; Electroencephalography; Particle measurements; Standards; Videos; Electroencephalography; Mean Opinion Score; Video Quality; Visual Perception;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2012 Fourth International Workshop on
Conference_Location :
Yarra Valley, VIC
Print_ISBN :
978-1-4673-0724-6
Electronic_ISBN :
978-1-4673-0725-3
Type :
conf
DOI :
10.1109/QoMEX.2012.6263836
Filename :
6263836
Link To Document :
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