DocumentCode
1768818
Title
Implementation of a Stereo Matching algorithm onto a Manycore Embedded System
Author
Mercat, Alexandre ; Nezan, Jean-Francois ; Menard, Daniel ; Jinglin Zhang
Author_Institution
IETR, Univ. Eur. de Bretagne, Rennes, France
fYear
2014
fDate
1-5 June 2014
Firstpage
1296
Lastpage
1299
Abstract
Stereo Matching techniques aim at reconstructing the disparity maps with a pair of images. The use of Stereo Matching techniques in embedded systems is very challenging due to the complexity of the state of the art algorithms. This paper proposes a real-time Stereo Matching algorithm optimised for the last generation of Manycore Embedded Systems. The features and parameters of the algorithms have been chosen to optimise the trade-off between an high quality and a low complexity. A memory analysis is performed for the algorithm´s decomposition and the resulting mapping on the Manycore platform is provided. Algorithm and arithmetic optimisations have been applied to each part of the algorithm to decrease the execution time down to 160ms for a CIF resolution.
Keywords
arithmetic; embedded systems; image matching; image reconstruction; multiprocessing systems; optimisation; stereo image processing; algorithm optimisations; arithmetic optimisations; disparity maps reconstruction; manycore embedded system; memory analysis; real-time stereo matching algorithm; stereo matching techniques; Algorithm design and analysis; Clustering algorithms; Computer architecture; Embedded systems; Optimization; Real-time systems; Stereo vision;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems (ISCAS), 2014 IEEE International Symposium on
Conference_Location
Melbourne VIC
Print_ISBN
978-1-4799-3431-7
Type
conf
DOI
10.1109/ISCAS.2014.6865380
Filename
6865380
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