论文标题
迈向全息视频通信:有希望的AI驱动解决方案
Towards Holographic Video Communications: A Promising AI-driven Solution
论文作者
论文摘要
实时全息视频通信为未来的元评估时代的下一代视频服务提供了沉浸式体验。但是,高保真全息视频需要高带宽和大量的计算资源,这超过了5G网络的传输和计算能力。本文回顾了最先进的全息云视频(PCV)传输技术,并突出了提供此类沉浸式服务的关键挑战。我们进一步实施了AI驱动的全息视频通信系统的初步原型,并提出了关键的实验结果以评估其性能。最后,我们确定未来的研究方向,并讨论提供实时和高质量全息经验的潜在解决方案。
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.