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On the Number of Subjects Needed for 360° Video Quality Experiments: An SOS Based Analysis
Blekinge Institute of Technology, Faculty of Computing, Department of Computer Science.ORCID iD: 0000-0002-7550-5818
Blekinge Institute of Technology, Faculty of Computing, Department of Computer Science.ORCID iD: 0000-0003-3604-2766
Blekinge Institute of Technology, Faculty of Computing, Department of Computer Science.ORCID iD: 0000-0002-1730-9026
2022 (English)In: International Conference on Quality of Multimedia Experience, QoMEX 2022, Institute of Electrical and Electronics Engineers (IEEE), 2022Conference paper, Published paper (Refereed)
Abstract [en]

Subjective 360° video quality experiments provide the ground truth for developing related systems such that acceptable quality of experience is offered to the users. To obtain statistically meaningful insights from the data recorded in quality experiments, engaging a sufficiently large number of subjects is essential. In contrast to conventional videos, little has been reported on statistical measures that may guide the choice of the number of subjects required for 360° video quality experiments. In this paper, the standard deviation of opinion score (SOS) hypothesis, measuring the diversity among the opinion scores given by a panel of subjects, is used to reveal the number of subjects needed. It is shown that the number of subjects needed varies depending on a threshold on SOS characteristics in terms of diversity among opinion scores. © 2022 IEEE.

Place, publisher, year, edition, pages
Institute of Electrical and Electronics Engineers (IEEE), 2022.
Series
International Workshop on Quality of Multimedia Experience (QoMEX), ISSN 2372-7179
Keywords [en]
Systems engineering, Ground truth, Related systems, Standard deviation, Statistical measures, Video quality, Quality of service
National Category
Telecommunications
Identifiers
URN: urn:nbn:se:bth-24015DOI: 10.1109/QoMEX55416.2022.9900890ISI: 001308684500016Scopus ID: 2-s2.0-85141699143ISBN: 9781665487948 (print)OAI: oai:DiVA.org:bth-24015DiVA, id: diva2:1715314
Conference
14th International Conference on Quality of Multimedia Experience, QoMEX 2022, Lippstadt, 5-7 September, 2022.
Part of project
VIATECH- Human-Centered Computing for Novel Visual and Interactive Applications, Knowledge Foundation
Funder
Knowledge Foundation, 20170056Available from: 2022-12-01 Created: 2022-12-01 Last updated: 2025-01-02Bibliographically approved

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Elwardy, MajedZepernick, Hans-JuergenChu, Thi My Chinh

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