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Proposal of a parallel architecture for a motion detection algorithm

This paper proposes a parallel architecture for estimation of the motion of an underwater robot. It is well known that image processing requires a huge amount of computation, mainly at low-level processing where the algorithms are dealing with a great number of data. In a motion estimation algorithm, correspondences between two images have to be solved at the low level. In the underwater imaging, normalised correlation can be a solution in the presence of non-uniform illumination. Due to its regular processing scheme, parallel implementation of the correspondence problem can be an adequate approach to reduce the computation time. Taking into consideration the complexity of the normalised correlation criteria, a new approach using parallel organisation of every processor from the architecture is proposed

© Proceedings of the 17th International Conference on Pattern Recognition : 2004 : ICPR 2004, 2004, vol. 1, p. 797-800

IEEE

Author: Ila, Viorela
García Campos, Rafael
Charot, François
Date: 2004
Abstract: This paper proposes a parallel architecture for estimation of the motion of an underwater robot. It is well known that image processing requires a huge amount of computation, mainly at low-level processing where the algorithms are dealing with a great number of data. In a motion estimation algorithm, correspondences between two images have to be solved at the low level. In the underwater imaging, normalised correlation can be a solution in the presence of non-uniform illumination. Due to its regular processing scheme, parallel implementation of the correspondence problem can be an adequate approach to reduce the computation time. Taking into consideration the complexity of the normalised correlation criteria, a new approach using parallel organisation of every processor from the architecture is proposed
Format: application/pdf
Citation: Ila, V., Garcia, R., i Charot, F. (2004). Proposal of a parallel architecture for a motion detection algorithm. Proceedings of the 17th International Conference on Pattern Recognition : 2004 : ICPR 2004, 1, 797-800. Recuperat 26 maig 2010, a http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=1334337
ISBN: 0-7695-2128-2
ISSN: 1051-4651
Document access: http://hdl.handle.net/10256/2427
Language: eng
Publisher: IEEE
Collection: Reproducció digital del document publicat a: http://dx.doi.org/10.1109/ICPR.2004.1334337
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Is part of: © Proceedings of the 17th International Conference on Pattern Recognition : 2004 : ICPR 2004, 2004, vol. 1, p. 797-800
Rights: Tots els drets reservats
Subject: Algorismes computacionals
Robots mòbils
Vehicles submergibles
Computer algorithms
Mobile robots
Submersibles
Title: Proposal of a parallel architecture for a motion detection algorithm
Type: info:eu-repo/semantics/article
Repository: DUGiDocs

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