A New Adaptation Lever in 360. Video Streaming

被引:5
|
作者
Sassatelli, Lucile [1 ]
Winckler, Marco [1 ]
Fisichella, Thomas [1 ]
Aparicio, Ramon [1 ]
Pinna-Dery, Anne-Marie [1 ]
机构
[1] Univ Cote dAzur, CNRS, I3S, Sophia Antipolis, France
关键词
360; video; streaming; user attention; limited bandwidth; freedom;
D O I
10.1145/3304112.3325610
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
Despite exciting prospects, the development of 360. videos is persistently hindered by the difficulty to stream them. To reduce the data rate, existing streaming strategies adapt the video rate to the user's Field of View (FoV), but the difficulty of predicting the FoV and persistent lack of bandwidth are important obstacles to achieve best experience. In this article we exploit the recent findings on human attention in VR to introduce a new additional degree of freedom for the streaming algorithm to leverage: Virtuall Walls (VWs) are designed to translate bandwidth limitation into a new type of impairment allowing to preserve the visual quality by subtly limiting the user's freedom in well-chosen periods. We carry out experiments with 18 users and confirm that, if the VW is positioned after the exploration phase in scenes with concentrated saliency, a substantial fraction of users seldom perceive it. With a double-stimulus approach, we show that, compared with a reference with no VW consuming the same amount of data, VW can improve the quality of experience. Simulation of different FoV-based streaming adaptations with and without VW show that VW enables reduction in stalls and increases quality in FoV.
引用
收藏
页码:37 / 42
页数:6
相关论文
共 50 条
  • [31] An Analysis of Delay in Live 360° Video Streaming Systems
    Yi, Jun
    Islam, Md Reazul
    Aggarwal, Shivang
    Koutsonikolas, Dimitrios
    Hu, Y. Charlie
    Yan, Zhisheng
    MM '20: PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, 2020, : 982 - 990
  • [32] Benchmark of Bitrate Adaptation in Video Streaming
    Chen, Jessica
    Milner, Henry
    Stoica, Ion
    Zhan, Jibin
    ACM JOURNAL OF DATA AND INFORMATION QUALITY, 2021, 13 (04):
  • [33] A Measurement Study of YouTube 360° Live Video Streaming
    Yi, Jun
    Luo, Shiqing
    Yan, Zhisheng
    PROCEEDINGS OF THE 29TH ACM WORKSHOP ON NETWORK AND OPERATING SYSTEMS SUPPORT FOR DIGITAL AUDIO AND VIDEO (NOSSDAV'19), 2019, : 49 - 54
  • [34] ADAPTATION STRATEGIES FOR STREAMING SVC VIDEO
    Gorkemli, Burak
    Tekalp, A. Murat
    2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, 2010, : 2913 - 2916
  • [35] OPTIMAL ADAPTATION OF INTERNET VIDEO STREAMING
    Abdulazeez, Hiba K.
    Khamiss, Nasser N.
    Ahmed, Saif M.
    JOURNAL OF ENGINEERING SCIENCE AND TECHNOLOGY, 2022, 17 (02): : 1010 - 1027
  • [36] Tile-Based Wireless Streaming of 360-Degree Video With Rate Adaptation Using Viewport Estimation
    Im, Yeohee
    Qiu, Tian
    Milstein, Laurence B. B.
    Cosman, Pamela C. C.
    IEEE SIGNAL PROCESSING LETTERS, 2022, 29 : 2707 - 2711
  • [37] QoE-Driven Coupled Uplink and Downlink Rate Adaptation for 360-Degree Video Live Streaming
    Li, Jie
    Feng, Ransheng
    Sun, Wei
    Liu, Zhi
    Li, Qiyue
    IEEE COMMUNICATIONS LETTERS, 2020, 24 (04) : 863 - 867
  • [38] 360ProbDASH. Improving QoE of 360 Video Streaming Using Tile-based HTTP Adaptive Streaming
    Xie, Lan
    Xu, Zhimin
    Ban, Yixuan
    Zhang, Xinggong
    Guo, Zongming
    PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17), 2017, : 315 - 323
  • [39] Adaptive 360-Degree Video Streaming using Scalable Video Coding
    Nasrabadi, Afshin Taghavi
    Mahzari, Anahita
    Beshay, Joseph D.
    Prakash, Ravi
    PROCEEDINGS OF THE 2017 ACM MULTIMEDIA CONFERENCE (MM'17), 2017, : 1689 - 1697
  • [40] Adaptive 360-Degree Video Streaming using Layered Video Coding
    Nasrabadi, Afshin Taghavi
    Mahzari, Anahita
    Beshay, Joseph D.
    Prakash, Ravi
    2017 IEEE VIRTUAL REALITY (VR), 2017, : 347 - 348