DETECTION OF POINTS OF INTEREST FOR GEODESIC CONTOURS - Application on Road Images for Crack Detection

Sylvie Chambon

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Paper

DETECTION OF POINTS OF INTEREST FOR GEODESIC CONTOURS - Application on Road Images for Crack Detection

Topics: Segmentation and Grouping

In Proceedings of the International Conference on Computer Vision Theory and Applications - Volume 0VISIGRAPP, 210-213, 2011 , Vilamoura, Algarve, Portugal

Author: Sylvie Chambon

Affiliation: Institut Franc¸ais des Sciences et Technologies des Transports and de l’Am´enagement et des R´eseaux (IFSTTAR), France

Keyword(s): Detection, Segmentation, Thin structures, Road cracks, Point of interest, Geodesic contour, Auto-correlation.

Related Ontology Subjects/Areas/Topics: Computer Vision, Visualization and Computer Graphics ; Image and Video Analysis ; Segmentation and Grouping

Abstract: A new algorithm of automatic extraction of thin structures in textured images is introduced, and, more specifically, is applied to detection of road cracks. The method is based on two steps: the first one consists in detecting points of interest inside the thin structure whereas the second step connects the points with a geodesic contour process. The main contribution of this work is the study of automatic detection of points of interest inside thin structures in a high-textured background. The results are compared with a Markovian segmentation.

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Paper citation in several formats:

Chambon, S. (2011). DETECTION OF POINTS OF INTEREST FOR GEODESIC CONTOURS - Application on Road Images for Crack Detection. In Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP; ISBN 978-989-8425-47-8; ISSN 2184-4321, SciTePress, pages 210-213. DOI: 10.5220/0003333002100213

@conference{visapp11,
author={Sylvie Chambon.},
title={DETECTION OF POINTS OF INTEREST FOR GEODESIC CONTOURS - Application on Road Images for Crack Detection},
booktitle={Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP},
year={2011},
pages={210-213},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003333002100213},
isbn={978-989-8425-47-8},
issn={2184-4321},
}

TY - CONF

JO - Proceedings of the International Conference on Computer Vision Theory and Applications (VISIGRAPP 2011) - VISAPP
TI - DETECTION OF POINTS OF INTEREST FOR GEODESIC CONTOURS - Application on Road Images for Crack Detection
SN - 978-989-8425-47-8
IS - 2184-4321
AU - Chambon, S.
PY - 2011
SP - 210
EP - 213
DO - 10.5220/0003333002100213
PB - SciTePress