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  4. Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia
 
conference paper not in proceedings

Multimodal Dataset for Assessment of Quality of Experience in Immersive Multimedia

Perrin, Anne-Flore Nicole Marie  
•
Xu, He  
•
Kroupi, Eleni  
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2015
ACMMULTIMEDIA 2015 (ACM MM)

This paper presents a novel multimodal dataset for the analysis of Quality of Experience (QoE) in emerging immersive multimedia technologies. In particular, the perceived Sense of Presence (SoP) induced by one-minute long video stimuli is explored with respect to content, quality, resolution and sound reproduction, and annotated with subjective scores. Furthermore, a complementary analysis of the acquired physiological signals, such as Electroencephalography (EEG), Electrocardiography (ECG), and respiration is carried out, aiming at an alternative evaluation of human experience while consuming immersive multimedia. Presented results conrm the value of the introduced dataset and its consistency for the purposes of QoE assessment for immersive multimedia. More specically, subjective ratings demonstrate that the created dataset enables distinction between low and high levels of immersiveness, which is also conrmed by a preliminary analysis of recorded physiological signals.

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Type
conference paper not in proceedings
DOI
10.1145/2733373.2806387
Author(s)
Perrin, Anne-Flore Nicole Marie  
Xu, He  
Kroupi, Eleni  
Rerabek, Martin  
Ebrahimi, Touradj  
Date Issued

2015

Subjects

Sense of Presence

•

Immersive multimedia

•

Quality of Experience

•

Electroencephalography

•

Electrocardiography

•

Respiration

•

Subjective assessment

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
GR-EB  
Event nameEvent placeEvent date
ACMMULTIMEDIA 2015 (ACM MM)

Brisbane, Australia

October 26-30, 2015

Available on Infoscience
July 16, 2015
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/116326
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