Towards retina-quality VR video streaming

IF 2.2 4区 计算机科学 Q3 COMPUTER SCIENCE, INFORMATION SYSTEMS ACM Sigcomm Computer Communication Review Pub Date : 2021-08-28 DOI:10.1145/3523230.3523233
Luke Hsiao, Brooke Krajancich, P. Levis, Gordon Wetzstein, Keith Winstein
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引用次数: 6

Abstract

Virtual reality systems today cannot yet stream immersive, retina-quality virtual reality video over a network. One of the greatest challenges to this goal is the sheer data rates required to transmit retina-quality video frames at high resolutions and frame rates. Recent work has leveraged the decay of visual acuity in human perception in novel gaze-contingent video compression techniques. In this paper, we show that reducing the motion-to-photon latency of a system itself is a key method for improving the compression ratio of gaze-contingent compression. Our key finding is that a client and streaming server system with sub-15ms latency can achieve 5x better compression than traditional techniques while also using simpler software algorithms than previous work.
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迈向视网膜质量的VR视频流
今天的虚拟现实系统还不能通过网络传输沉浸式的、视网膜质量的虚拟现实视频。实现这一目标的最大挑战之一是在高分辨率和帧率下传输视网膜质量视频帧所需的纯粹数据速率。最近的工作利用了视觉敏锐度在人类感知的衰减,在新颖的注视事件视频压缩技术。在本文中,我们证明了减少系统本身的运动-光子延迟是提高注视条件压缩压缩比的关键方法。我们的主要发现是,延迟低于15ms的客户端和流媒体服务器系统可以实现比传统技术好5倍的压缩,同时使用比以前工作更简单的软件算法。
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来源期刊
ACM Sigcomm Computer Communication Review
ACM Sigcomm Computer Communication Review 工程技术-计算机:信息系统
CiteScore
6.90
自引率
3.60%
发文量
20
审稿时长
4-8 weeks
期刊介绍: Computer Communication Review (CCR) is an online publication of the ACM Special Interest Group on Data Communication (SIGCOMM) and publishes articles on topics within the SIG''s field of interest. Technical papers accepted to CCR typically report on practical advances or the practical applications of theoretical advances. CCR serves as a forum for interesting and novel ideas at an early stage in their development. The focus is on timely dissemination of new ideas that may help trigger additional investigations. While the innovation and timeliness are the major criteria for its acceptance, technical robustness and readability will also be considered in the review process. We particularly encourage papers with early evaluation or feasibility studies.
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