Subjective Evaluation of Visual Quality and Simulator Sickness of Short 360° Videos: ITU-T Rec. P.919

被引:28
作者
Gutierrez, Jesus [1 ,2 ]
Perez, Pablo [3 ]
Orduna, Marta [1 ,2 ]
Singla, Ashutosh [4 ]
Cortes, Carlos [1 ,2 ]
Mazumdar, Pramit [5 ]
Viola, Irene [6 ]
Brunnstrom, Kjell [7 ,8 ]
Battisti, Federica [9 ]
Cieplinska, Natalia [10 ]
Juszka, Dawid [10 ]
Janowski, Lucjan [10 ]
Leszczuk, Mikolaj [10 ]
Adeyemi-Ejeye, Anthony [11 ]
Hu, Yaosi [12 ]
Chen, Zhenzhong [12 ]
Van Wallendael, Glenn [13 ]
Lambert, Peter [13 ]
Diaz, Cesar [1 ,2 ]
Hedlund, John [7 ]
Hamsis, Omar [7 ]
Fremerey, Stephan [4 ]
Hofmeyer, Frank [4 ]
Raake, Alexander [4 ]
Cesar, Pablo [6 ]
Carli, Marco [14 ]
Garcia, Narciso [1 ,2 ]
机构
[1] Univ Politecn Madrid, Informat Proc & Telecommun Ctr, Grp Tratamiento Imagenes, Madrid 28040, Spain
[2] Univ Politecn Madrid, Escuela Tecn Super Ingn Telecomunicac, Madrid 28040, Spain
[3] Nokia Bell Labs, Madrid 28050, Spain
[4] Tech Univ Ilmenau, Audiovisual Technol Grp, D-98693 Ilmenau, Germany
[5] Indian Inst Informat Technol Vadodara, Dept Comp Sci & Engn, Gandhinagar 382028, India
[6] Ctr Wiskunde Infomart, NL-1098 XG Amsterdam, Netherlands
[7] RISE Res Inst Sweden AB, S-16440 Kista, Sweden
[8] Mid Sweden Univ, S-85170 Sundsvall, Sweden
[9] Univ Padua, Dept Informat Engn, I-35131 Padua, Italy
[10] AGH Univ Sci & Technol, PL-30059 Krakow, Poland
[11] Univ Surrey, Dept Mus & Media, Innovat Media Lab, Guildford GU2 7XH, Surrey, England
[12] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430079, Peoples R China
[13] Univ Ghent, IMEC, Dept Elect & Informat Syst, B-9000 Ghent, Belgium
[14] Univ Roma Tre, Dept Engn, I-00154 Rome, Italy
基金
中国国家自然科学基金;
关键词
Quality of experience; 360 degrees video; subjective test; methodology; simulator sickness; dataset; EXPERIENCE;
D O I
10.1109/TMM.2021.3093717
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Recently an impressive development in immersive technologies, such as Augmented Reality (AR), Virtual Reality (VR) and 360 degrees video, has been witnessed. However, methods for quality assessment have not been keeping up. This paper studies quality assessment of 360 degrees video from the cross-lab tests (involving ten laboratories and more than 300 participants) carried out by the Immersive Media Group (IMG) of the Video Quality Experts Group (VQEG). These tests were addressed to assess and validate subjective evaluation methodologies for 360 degrees video. Audiovisual quality, simulator sickness symptoms, and exploration behavior were evaluated with short (from 10 seconds to 30 seconds) 360 degrees sequences. The following factors' influences were also analyzed: assessment methodology, sequence duration, Head-Mounted Display (HMD) device, uniform and non-uniform coding degradations, and simulator sickness assessment methods. The obtained results have demonstrated the validity of Absolute Category Rating (ACR) and Degradation Category Rating (DCR) for subjective tests with 360 degrees videos, the possibility of using 10-second videos (with or without audio) when addressing quality evaluation of coding artifacts, as well as any commercial HMD (satisfying minimum requirements). Also, more efficient methods than the long Simulator Sickness Questionnaire (SSQ) have been proposed to evaluate related symptoms with 360 degrees videos. These results have been instrumental for the development of the ITU-T Recommendation P.919. Finally, the annotated dataset from the tests is made publicly available for the research community.
引用
收藏
页码:3087 / 3100
页数:14
相关论文
共 105 条
[1]  
Abbas A., 2016, JVET D0026
[2]   How people watch television as investigated using focus group techniques [J].
Adams, WJ .
JOURNAL OF BROADCASTING & ELECTRONIC MEDIA, 2000, 44 (01) :78-93
[3]  
[Anonymous], 2016, MPEG Joint Video Explor. Team
[4]  
[Anonymous], 2021, Standard
[5]  
[Anonymous], 2016, TECHN REP JOINT AD H
[6]  
[Anonymous], 2017, AUGM VIRT REAL REP Q
[7]  
[Anonymous], 2017, P 2017 CHI C HUM FAC, DOI DOI 10.1145/3027063.3053225
[8]   The Road to Immersive Communication [J].
Apostolopoulos, John G. ;
Chou, Philip A. ;
Culbertson, Bruce ;
Kalker, Ton ;
Trott, Mitchell D. ;
Wee, Susie .
PROCEEDINGS OF THE IEEE, 2012, 100 (04) :974-990
[9]   When does duration matter in judgment and decision making? [J].
Ariely, D ;
Loewenstein, G .
JOURNAL OF EXPERIMENTAL PSYCHOLOGY-GENERAL, 2000, 129 (04) :508-523
[10]  
Asbun E., 2016, JOINT VID EXPL TEAM, P15