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Modular Parallelization Framework for Multi-Stream Video Processing

Published: 01 October 2016 Publication History

Abstract

A flow-based software framework specialized for 3D and video is presented, which in particular handles automatic parallelization of multi-stream video processing. The workflow is decomposed into a set of filter units which become nodes in a graph. Execution with support for time windows on node inputs is automatically handled by the framework, as well as low-level manipulation of multi-dimensional data.

References

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GStreamer Team. GStreamer. https://gstreamer.freedesktop.org
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Intel®. Thread Building Blocks. https://www.threadingbuildingblocks.org
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Lee, C., Tabatabai A. and Tashiro K. 2015. Free viewpoint video (FVV) survey and future research direction. APSIPA Transactions on Signal and Information Processing. 15, 4 (Oct 2015).
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Domański, M., Dziembowski, A., Kuehn, A., Kurc, M., Łuczak, A., Mieloch, D., Siast, J., Stankiewicz, O., Wegner, K. Poznan Blocks - a multiview video test sequence and camera parameters for Free Viewpoint Television. ISO/IEC JTC1/SC29/WG11 MPEG 2014/M32243. San Jose, USA, (Jan 2014)
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MPEG. Call for Evidence of Free-Viewpoint Television: Super-Multiview and Free Navigation -- update. ISO, Coding of Moving Pictures and Audio. N15733. (Oct 2015) http://mpeg.chiariglione.org/standards/exploration/free-viewpoint-television-ftv/call-evidence-free-viewpoint-television-super-0
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NEXTWave Technologies SPRL. RabbitFire?. http://www.nextwave-techs.com/rabbitfire.html
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Smolic, A. 2011. 3D video and free viewpoint video - From capture to display. Pattern Recognition. 44 (2011), 1958--1968

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Published In

cover image ACM Conferences
MM '16: Proceedings of the 24th ACM international conference on Multimedia
October 2016
1542 pages
ISBN:9781450336031
DOI:10.1145/2964284
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 October 2016

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Author Tags

  1. 3D
  2. FTV
  3. multi-stream
  4. parallelization
  5. video
  6. view synthesis

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  • Research-article

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MM '16
Sponsor:
MM '16: ACM Multimedia Conference
October 15 - 19, 2016
Amsterdam, The Netherlands

Acceptance Rates

MM '16 Paper Acceptance Rate 52 of 237 submissions, 22%;
Overall Acceptance Rate 2,145 of 8,556 submissions, 25%

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