ISCom: Interest-aware semantic communication scheme for point cloud video streaming
The provisioning of immersive point cloud video (PCV) streaming on pervasive mobile
devices is a cornerstone for enabling immersive communication and interactions in the …
devices is a cornerstone for enabling immersive communication and interactions in the …
ISCom: Interest-aware Semantic Communication Scheme for Point Cloud Video Streaming on Metaverse XR Devices
In the metaverse era, point cloud video (PCV) streaming on mobile XR devices is pivotal.
While most current methods focus on PCV compression from traditional 3-DoF video …
While most current methods focus on PCV compression from traditional 3-DoF video …
Fras: Federated reinforcement learning empowered adaptive point cloud video streaming
Point cloud video transmission is challenging due to high encoding/decoding complexity,
high video bitrate, and low latency requirement. Consequently, conventional adaptive …
high video bitrate, and low latency requirement. Consequently, conventional adaptive …
A semantic-aware transmission with adaptive control scheme for volumetric video service
Volumetric video provides a more immersive holographic virtual experience than
conventional video services such as 360-degree and virtual reality (VR) videos. However …
conventional video services such as 360-degree and virtual reality (VR) videos. However …
AITransfer: Progressive AI-powered transmission for real-time point cloud video streaming
Y Huang, Y Zhu, X Qiao, Z Tan, B Bai - Proceedings of the 29th ACM …, 2021 - dl.acm.org
Point cloud video provides a more immersive holographic virtual experience than
conventional video services such as 360 degree video and virtual reality (VR) video …
conventional video services such as 360 degree video and virtual reality (VR) video …
Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based Approach
J Li, H Wang, Z Liu, P Zhou, X Chen… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Volumetric video provides users with a good viewing experience of six degrees of freedom
(DoF) and has wide applications in many fields such as teleconferencing and online games …
(DoF) and has wide applications in many fields such as teleconferencing and online games …
A deep reinforcement learning approach for point cloud video transmissions
H Lin, B Zhang, Y Cao, Z Liu… - 2021 IEEE 94th Vehicular …, 2021 - ieeexplore.ieee.org
The point cloud videos, thanks to the multi-view and immersive experiences, have recently
attracted notable attentions from both academia and industry. Due to the high data volume, a …
attracted notable attentions from both academia and industry. Due to the high data volume, a …
Joint communication and computational resource allocation for qoe-driven point cloud video streaming
Point cloud video is the most popular representation of hologram, which is the medium to
precedent natural content in VR/AR/MR and is expected to be the next generation video …
precedent natural content in VR/AR/MR and is expected to be the next generation video …
Adaptive plane projection for video-based point cloud coding
One of the most promising emerging 3D representation paradigms is the point cloud (PC)
model, notably due to the new set of applications that it enables, from immersive …
model, notably due to the new set of applications that it enables, from immersive …
Point cloud video streaming: Challenges and solutions
Volumetric video (or hologram video), the medium for representing natural content in
VR/AR/MR, is presumably the next generation of video technology and a typical use case for …
VR/AR/MR, is presumably the next generation of video technology and a typical use case for …