SalientVR: Saliency-driven mobile 360-degree video streaming with gaze information

S Wang, S Yang, H Li, X Zhang, C Zhou, C Xu… - Proceedings of the 28th …, 2022 - dl.acm.org
Mobile 360° video streaming has grown significantly in popularity but the quality of
experience (QoE) suffers from insufficient wireless network bandwidth. The state-of-the-art …

Robust saliency-driven quality adaptation for mobile 360-degree video streaming

S Wang, S Yang, H Su, C Zhao, C Xu… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Mobile 360-degree video streaming has grown significantly in popularity but the quality of
experience (QoE) suffers from insufficient and variable wireless network bandwidth …

EPASS360: QoE-aware 360-degree video streaming over mobile devices

Y Zhang, Y Guan, K Bian, Y Liu, H Tuo… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
The 360-degree video streaming system delivers a monocular panoramic video surrounding
the user, and the user can change the viewing direction of mobile devices to see different …

Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning

S Park, A Bhattacharya, Z Yang… - … on Network and …, 2021 - ieeexplore.ieee.org
Conventional streaming solutions for streaming 360-degree panoramic videos are inefficient
in that they download the entire 360-degree panoramic scene, while the user views only a …

360 innovations for panoramic video streaming

X Liu, Q Xiao, V Gopalakrishnan, B Han… - Proceedings of the 16th …, 2017 - dl.acm.org
360-degree videos are becoming increasingly popular on commercial platforms. In this
position paper, we propose a holistic research agenda aiming at improving the performance …

DRL360: 360-degree video streaming with deep reinforcement learning

Y Zhang, P Zhao, K Bian, Y Liu… - IEEE INFOCOM 2019 …, 2019 - ieeexplore.ieee.org
360-degree videos have gained more popularity in recent years, owing to the great advance
of panoramic cameras and head-mounted devices. However, as 360-degree videos are …

Where are you looking? A large-scale dataset of head and gaze behavior for 360-degree videos and a pilot study

Y Jin, J Liu, F Wang, S Cui - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
360° videos in recent years have experienced booming development. Compared to
traditional videos, 360° videos are featured with uncertain user behaviors, bringing …

Flare: Practical viewport-adaptive 360-degree video streaming for mobile devices

F Qian, B Han, Q Xiao, V Gopalakrishnan - Proceedings of the 24th …, 2018 - dl.acm.org
Flare is a practical system for streaming 360-degree videos on commodity mobile devices. It
takes a viewport-adaptive approach, which fetches only portions of a panoramic scene that …

Cube padding for weakly-supervised saliency prediction in 360 videos

HT Cheng, CH Chao, JD Dong… - Proceedings of the …, 2018 - openaccess.thecvf.com
Automatic saliency prediction in 360 videos is critical for viewpoint guidance applications
(eg, Facebook 360 Guide). We propose a spatial-temporal network which is (1) …

SVGC-AVA: 360-degree video saliency prediction with spherical vector-based graph convolution and audio-visual attention

Q Yang, Y Li, C Li, H Wang, S Yan… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Viewers of 360-degree videos are provided with both visual modality to characterize their
surrounding views and audio modality to indicate the sound direction. Though both …