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CNS Core: Medium: Collaborative Research: Scalable Dissemination and Navigation of Video 360 Content for Personalized Viewing

CNS Core: Medium: Collaborative Research: Scalable Dissemination and Navigation of Video 360 Content for Personalized Viewing
CNS 核心:媒介:协作研究:视频 360 内容的可扩展传播和导航以实现个性化观看
批准号:
1900875
负责人:
Klara Nahrstedt
金额:
$40.0万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2019
资助国家:
美国
项目状态:
已结题
起止时间:
2019-10-01 至 2024-09-30

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中文摘要
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英文摘要
360 video is a form of virtual reality (VR) that allows the viewer to experience media content in an immersive fashion. In contrast to traditional video, 360 video is recorded with a special camera that captures the complete surroundings from almost all directions. Viewers consuming such a video can select the direction they are looking at by using a pointing device on a regular display or through head movement using a head-mounted device. This new format allows a viewer to change their viewing direction when watching the video, e.g., a viewer can watch a sporting event from multiple perspectives on the field. However, creating, storing, and disseminating 360 videos at a large scale over the Internet poses significant challenges. These challenges are the focus of this project, which will develop a new system and framework, called mi360World, to enable smooth delivery of and interaction with 360 video by any user on the Internet. This project, if successful, will significantly improve 360 video delivery, and will enable new and much richer educational, training and entertainment experiences. It will also help train a new class of multimedia systems researchers and practitioners. The mechanisms for delivering a high-quality, personalized 360 video over the Internet to a globally distributed set of users is an unsolved scientific problem that entails the following challenges: 1) Ultra-high Bandwidth; 2) Ultra-low Delay; 3) View Adaptation (to user head movement); 4) Complex video metadata and delivery; 5) Video Quality of Experience (QoE). Traditional video QoE has seen extensive research over the years; however, what contributes to 360 video QoE is much less understood and will require conceiving of and measuring new metrics. The proposed mi360World system incorporates three major research thrusts to address the above challenges: A video creation thrust that enables personalized viewing by generating navigation graphs and cinematographic rules, while maintaining a high QoE and reducing cybersickness. The construction of navigation graphs and inclusion of cinematographic rules represent the main innovations of this project, and are encapsulated in a three-layered metadata representation of the 360 video: a transport layer, a semantic layer, and an interactive story-telling layer. The second thrust focuses on scalable distribution of 360 videos to a global set of diverse viewers, utilizing navigation graphs and cinematographic rules for highly efficient transition-predictive prefetching and caching. The third thrust focuses on QoE and has the goal of devising novel QoE metrics and evaluation methods to assess cybersickness. System architectures and algorithms will be extensively evaluated through simulation, emulation, and benchmarking using testbeds to assess the success of the proposed research.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(5)
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会议论文
DOI: 10.1145/3551626.3564939
发表时间: 2022-12
期刊: Proceedings of the 4th ACM International Conference on Multimedia in Asia
影响因子: --
作者: [Qian Zhou;Zhe Yang;Hongpeng Guo;Beitong Tian;K. Nahrstedt]
通讯作者: Qian Zhou;Zhe Yang;Hongpeng Guo;Beitong Tian;K. Nahrstedt
DOI: 10.1145/3343031.3351021
发表时间: 2019-10
期刊: Proceedings of the 27th ACM International Conference on Multimedia
影响因子: --
作者: [Jounsup Park;K. Nahrstedt]
通讯作者: Jounsup Park;K. Nahrstedt
Ultra-Sparse 360-Degree Camera View Synthesis for Immersive Virtual Tourism
用于沉浸式虚拟旅游的超稀疏 360 度摄像机视图合成
DOI: 10.1109/mipr54900.2022.00057
发表时间: 2022
期刊: 2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR
影响因子: --
作者: [Zhou, Qian, Nahrstedt, Klara]
通讯作者: Nahrstedt, Klara
L3BOU: Low Latency, Low Bandwidth, Optimized Super-Resolution Backhaul for 360-Degree Video Streaming
L3BOU:低延迟、低带宽、优化的超分辨率回程,适用于 360 度视频流
DOI: 10.1109/ism52913.2021.00031
发表时间: 2021
期刊: IEEE International Symposium on Multimedia (ISM
影响因子: --
作者: [Sarkar, Ayush, Murray, John, Dasari, Mallesham, Zink, Michael, Nahrstedt, Klara]
通讯作者: Nahrstedt, Klara
Collaborative Research: Conference: NSF Workshop Sustainable Computing for Sustainability
Collaborative Research: CNS Core: Medium: miVirtualSeat: Semantics-aware Content Distribution for Immersive Meeting Environments
EAGER: Collaborative Research: Augmented 360 Video for Situation Awareness in Firefighting
CC* Integration-Large: MAINTLET: Advanced Sensory Network Cyber-Infrastructure for Smart Maintenance in Campus Scientific Laboratories
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