Hasso-Plattner-Institut
  
Hasso-Plattner-Institut
Prof. Dr. Jürgen Döllner
  
 

Publications

VideoMR: A Map and Reduce Framework for Real-time Video Processing

Meier, Benjamin-Heinz and Trapp, Matthias and Döllner, Jürgen
In International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2015), 2015
file:195536

Abstract:

This paper presents VideoMR: a novel map and reduce framework for real-time video processing on graphic processing units (GPUs). Using the advantages of implicit parallelism and bounded memory allocation, our approach enables developers to focus on implementing video operations without taking care of GPU memory handling or the details of code parallelization. Therefore, a new concept for map and reduce is introduced, redefining both operations to fit to the specific requirements of video processing. A prototypical implementation using OpenGL facilitates various operating platforms, including mobile development, and will be widely interoperable with other state-of-the-art video processing frameworks.

BibTeX file

@inproceedings{MTD2015,
author = { Meier, Benjamin-Heinz and Trapp, Matthias and Döllner, Jürgen },
title = { VideoMR: A Map and Reduce Framework for Real-time Video Processing },
booktitle = { International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision (WSCG 2015) },
year = { 2015 }
}

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last change: Fri, 22 Apr 2016 16:12:24 +0200