Tile classification based viewport prediction with multi-modal fusion transformer

Z Zhang, Y Chen, W Zhang, C Yan, Q Zheng… - Proceedings of the 31st …, 2023 - dl.acm.org
Viewport prediction is a crucial aspect of tile-based 360° video streaming system. However,
existing trajectory based methods lack of robustness, also oversimplify the process of …

MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning

D Wu, P Wu, M Zhang, F Wang - arXiv preprint arXiv:2311.06812, 2023 - arxiv.org
The popularity of immersive videos has prompted extensive research into neural adaptive
tile-based streaming to optimize video transmission over networks with limited bandwidth …

VATP360: Viewport Adaptive 360-Degree Video Streaming based on Tile Priority

Z Pang - arXiv preprint arXiv:2307.15984, 2023 - arxiv.org
360-degree video becomes increasingly popular among users. However, it is a challenging
task to serve high resolution 360-degree video to users under the current network …

360 度视频与视口预测方法综述.

李镇淮, 战荫伟 - Journal of Computer Engineering & …, 2024 - search.ebscohost.com
360 度视频是获取沉浸式虚拟现实体验的便捷媒介之一, 近年来受到了广泛关注.
视口预测技术是缓解360 度视频高网络带宽要求的重要手段. 聚焦视口预测技术, 首先介绍360 …

4D-MAP: Multipath Adaptive Packet Scheduling for Live Streaming over QUIC

CX Song, B Han, JS Su - Journal of Computer Science and Technology, 2024 - Springer
In recent years, live streaming has become a popular application, which uses TCP as its
primary transport protocol. Quick UDP Internet Connections (QUIC) protocol opens up new …

FBRA360: A Fuzzy-Based Bitrate Adaptation Scheme for 360° Video Streaming

SZ Qian, Y Zhang, T Lin - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
Bitrate adaptation is a classic research problem in video streaming. In a tile-based 360°
video streaming system, the problem becomes even more complicated because the system …

LiveAE: Attention-based and Edge-assisted Viewport Prediction for Live 360 Video Streaming

Z Pan, Y Zhang, T Lin, J Yan - Proceedings of the 2023 Workshop on …, 2023 - dl.acm.org
Viewport prediction plays a crucial role in live 360° video streaming as it determines which
tiles should be prefetched in high quality, thereby significantly impacting the user …

Spherical Convolution-based Saliency Detection for FoV Prediction in 360-degree Video Streaming

S Peng, J Hu, Z Li, H Xiao, S Yang… - … and Mobile Computing …, 2023 - ieeexplore.ieee.org
Field of view (FoV) prediction is a crucial issue in 360° video streaming, which is the basis
for selectively transmitting panoramic videos to reduce bandwidth. The saliency feature is a …