Awesome-Mobile-Volumetric-Content-Delivery

A list of recent literature on volumetric video streaming and 3D content delivery published in major venues. My research interests lie in mobile computing, but this list also includes papers for non-mobile platforms, if necessary.

Survey

• [arXiv 2024] AI-Driven Innovations in Volumetric Video Streaming: A Review (Paper)
• [arXiv 2023] From Capture to Display: A Survey on Volumetric Video (Paper)
• [IEEE Network 2021] Point Cloud Video Streaming: Challenges and Solutions (Paper)

Dataset

• [CVPR 2024] HiFi4G: High-Fidelity Human Performance Rendering via Compact Gaussian Splatting (Paper) (Project)
• [CVPR 2022] Neural 3D Video Synthesis from Multi-view Video (Paper) (Project)
• [IEEE TPAMI 2017] Panoptic Studio: A Massively Multiview System for Social Interaction Capture (Paper) (Dataset)
• Microsoft Voxelized Upper Bodies - A Voxelized Point Cloud Dataset (Dataset)
• 8i Voxelized Full Bodies – A Voxelized Point Cloud Dataset (Dataset)

Point Cloud-based Video Streaming (Non-Mobile)

• [NSDI 2024] Habitus: Boosting Mobile Immersive Content Delivery through Full-body Pose Tracking and Multipath Networking (Paper)
• [VR 2023] CaV3: Cache-assisted Viewport Adaptive Volumetric Video Streaming (Paper)
• [MM 2023] Understanding User Behavior in Volumetric Video Watching: Dataset, Analysis and Prediction (Paper)
• [NSDI 2022] YuZu: Neural-Enhanced Volumetric Video Streaming (Paper)
• [IEEE TMM 2022] Optimal Volumetric Video Streaming With Hybrid Saliency Based Tiling (Paper)
• [ATSIP 2020] An overview of ongoing point cloud compression standardization activities: video-based (V-PCC) and geometry-based (G-PCC) (Paper)

Point Cloud-based Mobile Video Streaming

• [MobiSys 2025] DeltaStream: 2D-Inferred Delta Encoding for Live Volumetric Video Streaming [(Paper)]
  • Live streaming
• [IEEE TMC 2024] Bandwidth-Efficient Mobile Volumetric Video Streaming by Exploiting Inter-Frame Correlation (Paper)
  • [MM 2023] Hermes: Leveraging Implicit Inter-Frame Correlation for Bandwidth-Efficient Mobile Volumetric Video Streaming (Paper)
• [MobiCom 2024] MuV2: Scaling up Multi-user Mobile Volumetric Video Streaming via Content Hybridization and Sharing (Paper)
• [MobiSys 2024] Theia: Gaze-driven and Perception-aware Volumetric Content Delivery for Mixed Reality Headsets (Paper)
• [MobiCom 2023] MetaStream: Live Volumetric Content Capture, Creation, Delivery, and Rendering in Real Time (Paper)
  • Live streaming
• [MobiCom 2022] Vues: practical mobile volumetric video streaming through multiview transcoding (Paper)
• [HotMobile 2021] Efficient Volumetric Video Streaming Through Super Resolution (Paper)
• [MobiCom 2020] GROOT: a real-time streaming system of high-fidelity volumetric videos (Paper)
• [MobiCom 2020] ViVo: visibility-aware mobile volumetric video streaming (Paper)
• [HotMobile 2019] Toward Practical Volumetric Video Streaming On Commodity Smartphones (Paper)

Voxel-based Mobile Video Streaming

• [ACM MobiCom 2023] FarfetchFusion: Towards Fully Mobile Live 3D Telepresence Platform (Paper)
  • 2D transmission

Mesh-based (Mobile) Video Streaming

• [VR 2024] MeshReduce: Scalable and Bandwidth Efficient 3D Scene Capture (Paper)
• [MobiCom 2024] An End-to-End, Low-Cost, and High-Fidelity 3D Video Pipeline for Mobile Devices (Paper)
• [SenSys 2024] MagicStream: Bandwidth-conserving Immersive Telepresence via Semantic Communication (Paper)

Mobile NeRF/3DGS Serving for Static 3D Scenes

• [MobiCom 2025] L3GS: Layered 3D Gaussian Splats for Efficient 3D Scene Delivery [(Paper)]
  • 3DGS
• [MobiSys 2024] NeRFHub: A Context-Aware NeRF Serving Framework for Mobile Immersive Applications (Paper)
  • NeRF

Dynamic NeRF

• [IEEE TVGS 2023] NeRFPlayer: A Streamable Dynamic Scene Representation with Decomposed Neural Radiance Fields (Paper)
• [CVPR 2023] K-Planes: Explicit Radiance Fields in Space, Time, and Appearance (Paper)
• [CVPR 2023] HexPlane: A Fast Representation for Dynamic Scenes (Paper)
• [CVPR 2023] (ReRF) Neural Residual Radiance Fields for Streamably Free-Viewpoint Videos (Paper)
• [CVPR 2022] (Dynamic NeRF) Neural 3D Video Synthesis From Multi-View Video (Paper)
• [ICCV 2021] (NeRF) Neural Radiance Flow for 4D View Synthesis and Video Processing (Paper)

Dynamic 3DGS

• [ICLR 2024] Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting (Paper)
• [CVPR 2024] (4DGS) 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering (Paper) (Project)
• [CVPR 2024] (STG) Spacetime Gaussian Feature Splatting for Real-Time Dynamic View Synthesis (Paper)
• [CVPR 2024] 3DGStream: On-the-Fly Training of 3D Gaussians for Efficient Streaming of Photo-Realistic Free-Viewpoint Videos (Paper) (Project)
• [3DV 2024] Dynamic 3D Gaussians: Tracking by Persistent Dynamic View Synthesis (Paper) (Project)

NeRF/3DGS-based Video Streaming (Non-Mobile)

• [ACM TOMM 2025] Implicit Representation-based Volumetric Video Streaming for Photorealistic Full-scene Experience (Paper)
  • NeRF
• [MM 2024] FSVFG: Towards Immersive Full-Scene Volumetric Video Streaming with Adaptive Feature Grid (Paper)
  • NeRF

NeRF/3DGS-based Mobile Video Streaming

• [MobiSys 2025] NeRFlow: Towards Adaptive Streaming for NeRF Videos [(Paper)]
  • NeRF
• [HotMobile 2025] Advancing Immersive Content Delivery with Dynamic 3D Gaussian Splatting (Paper)
  • 3DGS
• [SIGGRAPH ASIA 2024] V^3: Viewing Volumetric Videos on Mobiles via Streamable 2D Dynamic Gaussians (Paper) (Project)
  • 3DGS
• [MobiCom > ImmerCom 2023] Toward Next-generation Volumetric Video Streaming with Neural-based Content Representations (Paper)
• [SIGCOMM > EMS 2023] Mobile Volumetric Video Streaming System through Implicit Neural Representation (Paper)