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Authors: Artem Nikonorov 1 ; Maksim Petrov 2 and Pavel Yakimov 2

Affiliations: 1 Image Processing Systems Institute of Russian Academy of Science, Russian Federation ; 2 Samara State Aerospace University, Russian Federation

Keyword(s): GPU, Regular Expressions, Color Segmentation, Sign Detection, Determenistic Finite Automaton, Non-determenistic Finite Automaton

Abstract: Regular expression matching on GPU is state-of-the-art technique for the processing of a huge amount of the text information, for example, in network activity analyzers and intrusion prevention systems. This paper proposes a fast and robust algorithm for traffic sign detection, which is based on color shape regular expressions matching through the image pixels. We consider a fast massively-parallel GPU implementation of the color shape regular expression, using deterministic finite automaton and special case of non-deterministic finite automaton. The performance of the proposed localization algorithm is compared with the Hough transform, which is commonly used for traffic sign recognition.

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Paper citation in several formats:
Nikonorov, A.; Petrov, M. and Yakimov, P. (2013). Traffic Sign Detection on GPU using Color Shape Regular Expressions. In Proceedings of the 4th International Workshop on Image Mining. Theory and Applications (VISIGRAPP 2013) - IMTA-4; ISBN 978-989-8565-50-1, SciTePress, pages 63-72. DOI: 10.5220/0004393900630072

@conference{imta-413,
author={Artem Nikonorov. and Maksim Petrov. and Pavel Yakimov.},
title={Traffic Sign Detection on GPU using Color Shape Regular Expressions},
booktitle={Proceedings of the 4th International Workshop on Image Mining. Theory and Applications (VISIGRAPP 2013) - IMTA-4},
year={2013},
pages={63-72},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004393900630072},
isbn={978-989-8565-50-1},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on Image Mining. Theory and Applications (VISIGRAPP 2013) - IMTA-4
TI - Traffic Sign Detection on GPU using Color Shape Regular Expressions
SN - 978-989-8565-50-1
AU - Nikonorov, A.
AU - Petrov, M.
AU - Yakimov, P.
PY - 2013
SP - 63
EP - 72
DO - 10.5220/0004393900630072
PB - SciTePress

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