Title :
Using Electroencephalography to Measure Perceived Video Quality
Author :
Arndt, Sebastian ; Antons, Jan-Niklas ; Schleicher, Robert ; Moller, Sebastian ; Curio, Gabriel
Author_Institution :
Quality & Usability Lab., Berlin Inst. of Technol., Berlin, Germany
Abstract :
Using less bandwidth on the one hand and delivering high quality content on the other hand is one of the big goals for video service providers. Standardized rating tests are commonly used to quantify audiovisual quality. In order to better understand the neuronal processes underlying these quality ratings physiological measures may provide insights. This paper shows results of a series of studies using a physiological measurement, namely electroencephalography (EEG), combined with standard rating methods. The experiments follow an incremental approach in stimuli selection, ranging from purely visual to audiovisual stimuli. Results show that EEG is a feasible complement measurement technique to assess audiovisual quality as we achieve high correlation values between subjective and physiological data consistently through all experiments.
Keywords :
electroencephalography; medical signal processing; quality of experience; video signals; EEG; audiovisual quality assessment; audiovisual stimuli; correlation values; electroencephalography; neuronal processes; perceived video quality; physiological data; physiological measurement; quality ratings; standardized rating tests; stimuli selection; subjective data; video service providers; Analysis of variance; Degradation; Electroencephalography; Quality assessment; Streaming media; Video recording; Visualization; Videos; affective computing; electroencephalography;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2014.2313026