Towards Holographic Video Communications: A Promising AI-driven Solution
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Abstract (arXiv)
Real-time holographic video communications enable immersive experiences for next-generation video services in the future metaverse era. However, high-fidelity holographic videos require high bandwidth and significant computation resources, which exceed the transferring and computing capacity of 5G networks. This article reviews state-of-the-art holographic point cloud video (PCV) transmission techniques and highlights the critical challenges of delivering such immersive services. We further implement a preliminary prototype of an AI-driven holographic video communication system and present critical experimental results to evaluate its performance. Finally, we identify future research directions and discuss potential solutions for providing real-time and high-quality holographic experiences.
Key facts. Cited by 5 papers in the map (data through 14 Oct 2026). First posted on arXiv 13 Oct 2022.
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Citing papers per year: 2024: 4; 2025: 1.
5 papers.
- 2024Large Generative Model Assisted 3D Semantic Communicationcited by 12
- 2024Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applicationscited by 6
- 2024Point Cloud in the Aircited by 4
- 2025Adaptive 3D Gaussian Splatting Video Streaming: Visual Saliency-Aware Tiling and Meta-Learning-Based Bitrate Adaptationcited by 1
- 2024The evolution of volumetric video: A survey of smart transcoding and compression approachescited by 0
- 2025Adaptive 3D Gaussian Splatting Video Streaming: Visual Saliency-Aware Tiling and Meta-Learning-Based Bitrate Adaptation19 Jul 2025
- 2024The evolution of volumetric video: A survey of smart transcoding and compression approaches4 Nov 2024
- 2024Large Generative Model Assisted 3D Semantic Communication9 Mar 2024
- 2024Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications8 Jan 2024
- 2024Point Cloud in the Air1 Jan 2024