Title
Navigation-aware adaptive streaming strategies for omnidirectional video
Abstract
Virtual reality (VR) applications target high-quality and zero-latency scene navigation to provide users with a full-immersion sensation within a scene. From a network perspective, this requires transmission of the omnidirectional content in its entirety, at a high resolution, which is not always feasible in bandwidth-limited networks. In this work, we propose an optimal transmission strategy for virtual reality applications able to fulfill the bandwidth requirements, while optimizing the end-user quality experienced in the navigation. In further detail, we consider a tile-based coded content for adaptive streaming systems, and we propose a navigation-aware transmission strategy at the clientside (i.e., adaptation logic), which is able to optimize the rate at which each tile is downloaded. First, we introduce the viewport- quality as metric that reflects the quality of any portion of the sphere displayed by the end-user. Then, we cast the tile-rate optimization as an integer linear programming problem and show that the proposed solution achieves substantial quality gains when compared to state-of-the-art adaptation logic methods.
Year
DOI
Venue
2017
10.1109/MMSP.2017.8122230
2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)
Keywords
Field
DocType
adaptive streaming systems,navigation-aware transmission strategy,viewport- quality,tile-rate optimization,substantial quality gains,omnidirectional video,zero-latency scene navigation,full-immersion sensation,bandwidth-limited networks,optimal transmission strategy,virtual reality applications,end-user quality,adaptation logic methods,navigation-aware adaptive streaming strategies,tile-based coded content,integer linear programming problem
Omnidirectional antenna,Computer vision,Virtual reality,Viewport,Computer science,Adaptive system,Bandwidth (signal processing),Integer programming,Artificial intelligence,Distortion,Encoding (memory)
Conference
ISSN
ISBN
Citations 
2163-3517
978-1-5090-3650-9
2
PageRank 
References 
Authors
0.36
5
2
Name
Order
Citations
PageRank
Silvia Rossi1227.08
Laura Toni218615.22