scispace - formally typeset
Open AccessProceedings ArticleDOI

Viewport-adaptive navigable 360-degree video delivery

Reads0
Chats0
TLDR
The impact of various spherical-to-plane projections and quality arrangements on the video quality displayed to the user is investigated, showing that the cube map layout offers the best quality for the given bit-rate budget.
Abstract
The delivery and display of 360-degree videos on Head-Mounted Displays (HMDs) presents many technical challenges. 360-degree videos are ultra high resolution spherical videos, which contain an omnidirectional view of the scene. However only a portion of this scene is displayed on the HMD. Moreover, HMD need to respond in 10 ms to head movements, which prevents the server to send only the displayed video part based on client feedback. To reduce the bandwidth waste, while still providing an immersive experience, a viewport-adaptive 360-degree video streaming system is proposed. The server prepares multiple video representations, which differ not only by their bit-rate, but also by the qualities of different scene regions. The client chooses a representation for the next segment such that its bit-rate fits the available throughput and a full quality region matches its viewing. We investigate the impact of various spherical-to-plane projections and quality arrangements on the video quality displayed to the user, showing that the cube map layout offers the best quality for the given bit-rate budget. An evaluation with a dataset of users navigating 360-degree videos demonstrates that segments need to be short enough to enable frequent view switches.

read more

Citations
More filters
Journal ArticleDOI

A Tutorial on Immersive Video Delivery: From Omnidirectional Video to Holography

TL;DR: In this paper , the authors provide an elaborate introduction to the creation, streaming, and evaluation of immersive video, and provide lessons learned and to point at promising research paths to enable truly interactive immersive video applications toward holography.
Book ChapterDOI

Activity Monitoring Made Easier by Smart 360-degree Cameras

TL;DR: In this article , the authors proposed the use of smart 360-degree cameras for activity monitoring and showed how simple it becomes deploying a camera network, and detecting the presence of pedestrians in predefined regions of interest with minimal information on the camera, namely its height.
Proceedings ArticleDOI

A Context-Aware, Decentralized Learning Approach for Fog-based Smart and Connected Community

TL;DR: In this article, a multi-level decentralized learning approach is proposed to enable context-aware tasks for the benefit of the local communities under the smart and connected community (SCC) framework and ultimately enhance the quality of life in smart cities.
References
More filters
Proceedings ArticleDOI

Multiscale structural similarity for image quality assessment

TL;DR: This paper proposes a multiscale structural similarity method, which supplies more flexibility than previous single-scale methods in incorporating the variations of viewing conditions, and develops an image synthesis method to calibrate the parameters that define the relative importance of different scales.
Proceedings ArticleDOI

Rate adaptation for adaptive HTTP streaming

TL;DR: A receiver-driven rate adaptation method for HTTP/TCP streaming that deploys a step-wise increase/ aggressive decrease method to switch up/down between the different representations of the content that are encoded at different bitrates is presented.
Proceedings ArticleDOI

Optimizing 360 video delivery over cellular networks

TL;DR: This paper proposes a cellular-friendly streaming scheme that delivers only 360 videos' visible portion based on head movement prediction, which can reduce bandwidth consumption by up to 80% based on a trace-driven simulation.
Proceedings ArticleDOI

A Framework to Evaluate Omnidirectional Video Coding Schemes

TL;DR: This paper extract viewport based head motion trajectories, and compares the original and coded videos on the viewport, and shows that the average viewport quality can be approximated by a weighted spherical PSNR.
Proceedings ArticleDOI

Towards agile and smooth video adaptation in dynamic HTTP streaming

TL;DR: This paper develops a fully-functional DASH system, develops novel video rate control algorithms that balance the needs for video rate smoothness and high bandwidth utilization, and shows that a small video rate margin can lead to much improved smoothness in video rate and buffer size.
Related Papers (5)