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Packet scheduling in multicamera capture systems

Toni, L; Maugey, T; Frossard, P; (2015) Packet scheduling in multicamera capture systems. In: Proceedings of the 2014 IEEE Visual Communications and Image Processing Conference. (pp. pp. 338-341). IEEE Green open access

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Abstract

In multiview video services, multiple cameras acquire the same scene from different perspectives, which results in correlated video streams. This generates large amounts of highly redundant data, which need to be properly handled during encoding and transmission of the multi-view data. In this work, we study coding and transmission strategies in multicamera sets, where correlated sources need to be sent to a central server through a bottleneck channel, and eventually delivered to interactive clients. We propose a dynamic correlation-aware packet scheduling optimization under delay, bandwidth, and interactivity constraints. A novel trellis-based solution permits to formally decompose the multivariate optimization problem, thereby significantly reducing the computation complexity. Simulation results show the gain of the proposed algorithm compared to baseline scheduling policies.

Type: Proceedings paper
Title: Packet scheduling in multicamera capture systems
Event: 2014 IEEE Visual Communications and Image Processing Conference
Location: Valletta, Malta
Dates: 07 December 2014 - 10 December 2014
ISBN-13: 9781479961399
Open access status: An open access version is available from UCL Discovery
DOI: 10.1109/VCIP.2014.7051575
Publisher version: http://dx.doi.org/10.1109/VCIP.2014.7051575
Language: English
Additional information: This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions.
UCL classification: UCL
UCL > Provost and Vice Provost Offices > UCL BEAMS
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science
UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Electronic and Electrical Eng
URI: https://discovery.ucl.ac.uk/id/eprint/1533086
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