Automatic Road Pavement Assessment with Image Processing: Review and Comparison
In the field of noninvasive sensing techniques for civil infrastructures monitoring, this paper addresses the problem of crack detection, in the surface of the French national roads, by automatic analysis of optical images. The first contribution is a state of the art of the image-processing tools a...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
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Wiley
2011-01-01
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| Series: | International Journal of Geophysics |
| Online Access: | http://dx.doi.org/10.1155/2011/989354 |
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| _version_ | 1832562715836547072 |
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| author | Sylvie Chambon Jean-Marc Moliard |
| author_facet | Sylvie Chambon Jean-Marc Moliard |
| author_sort | Sylvie Chambon |
| collection | DOAJ |
| description | In the field of noninvasive sensing techniques for civil infrastructures monitoring, this paper addresses the problem of crack detection, in the surface of the French national roads, by automatic analysis of optical images. The first contribution is a state of the art of the image-processing tools applied to civil engineering. The second contribution is about fine-defect detection in pavement surface. The approach is based on a multi-scale extraction and a Markovian segmentation. Third, an evaluation and comparison protocol which has been designed for evaluating this difficult task—the road pavement crack detection—is introduced. Finally, the proposed method is validated, analysed, and compared to a detection approach based on morphological tools. |
| format | Article |
| id | doaj-art-0d38b825a29a4df1bd9d3d4b7104755c |
| institution | Kabale University |
| issn | 1687-885X 1687-8868 |
| language | English |
| publishDate | 2011-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | International Journal of Geophysics |
| spelling | doaj-art-0d38b825a29a4df1bd9d3d4b7104755c2025-02-03T01:21:55ZengWileyInternational Journal of Geophysics1687-885X1687-88682011-01-01201110.1155/2011/989354989354Automatic Road Pavement Assessment with Image Processing: Review and ComparisonSylvie Chambon0Jean-Marc Moliard1Departement of MACS, Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR), 44341 Bouguenais Cedex, FranceDepartement of MACS, Institut Français des Sciences et Technologies des Transports, de l'Aménagement et des Réseaux (IFSTTAR), 44341 Bouguenais Cedex, FranceIn the field of noninvasive sensing techniques for civil infrastructures monitoring, this paper addresses the problem of crack detection, in the surface of the French national roads, by automatic analysis of optical images. The first contribution is a state of the art of the image-processing tools applied to civil engineering. The second contribution is about fine-defect detection in pavement surface. The approach is based on a multi-scale extraction and a Markovian segmentation. Third, an evaluation and comparison protocol which has been designed for evaluating this difficult task—the road pavement crack detection—is introduced. Finally, the proposed method is validated, analysed, and compared to a detection approach based on morphological tools.http://dx.doi.org/10.1155/2011/989354 |
| spellingShingle | Sylvie Chambon Jean-Marc Moliard Automatic Road Pavement Assessment with Image Processing: Review and Comparison International Journal of Geophysics |
| title | Automatic Road Pavement Assessment with Image Processing: Review and Comparison |
| title_full | Automatic Road Pavement Assessment with Image Processing: Review and Comparison |
| title_fullStr | Automatic Road Pavement Assessment with Image Processing: Review and Comparison |
| title_full_unstemmed | Automatic Road Pavement Assessment with Image Processing: Review and Comparison |
| title_short | Automatic Road Pavement Assessment with Image Processing: Review and Comparison |
| title_sort | automatic road pavement assessment with image processing review and comparison |
| url | http://dx.doi.org/10.1155/2011/989354 |
| work_keys_str_mv | AT sylviechambon automaticroadpavementassessmentwithimageprocessingreviewandcomparison AT jeanmarcmoliard automaticroadpavementassessmentwithimageprocessingreviewandcomparison |