Title :
Analysing the Quality of Experience of multisensory media from measurements of physiological responses
Author :
Donley, Jacob ; Ritz, Christian ; Shujau, Muawiyath
Author_Institution :
Sch. of Electr. Comput. & Telecommun. Eng., Univ. of Wollongong, Wollongong, NSW, Australia
Abstract :
This paper investigates the Quality of Experience (QoE) of multisensory media by analysing biosignals collected by electroencephalography (EEG) and eye gaze sensors and comparing with subjective ratings. Also investigated is the impact on QoE of various levels of synchronicity between the sensory effect and target video scene. Results confirm findings from previous research that show sensory effects added to videos increases the QoE rating. While there was no statistical difference observed for the QoE ratings for different levels of sensory effect synchronicity, an analysis of raw EEG data showed 25% more activity in the temporal lobe during asynchronous effects and 20-25% more activity in the occipital lobe during synchronous effects. The eye gaze data showed more deviation for a video with synchronous effects and the EEG showed correlating occipital lobe activity for this instance. These differences in physiological responses indicate sensory effect synchronicity may affect QoE despite subjective ratings appearing similar.
Keywords :
electroencephalography; gaze tracking; image sensors; physiology; quality of experience; sensor fusion; statistical analysis; EEG; QoE rating; biosignal analysis; electroencephalography; eye gaze sensors; multisensory media; physiological response measurements; quality of experience; sensory effect synchronicity; statistical difference; temporal lobe; Biosensors; Electroencephalography; Media; Multimedia communication; Standards; Synchronization; Vibrations; electroencephalography (EEG); gaze tracking (GT); multisensory media; quality of experience (QoE); synchronicity;
Conference_Titel :
Quality of Multimedia Experience (QoMEX), 2014 Sixth International Workshop on
Conference_Location :
Singapore
DOI :
10.1109/QoMEX.2014.6982333