Huang, Y., Zhu, Y., Qiao, X., Su, X., Dustdar, S., & Zhang, P. (2022). Towards holographic video communications: a promising AI-driven solution. arXiv. https://doi.org/10.48550/arXiv.2210.06794
Holographic Video Communications; Artificial Intelligence
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Abstract:
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.
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Project (external):
International Cooperation and Exchange of NSFC National Natural Science Foundation of China China Postdoctoral Science Foundation China Postdoctoral Science Foundation Academy of Finland Academy of Finland