Template-matching based detection of hyperbolas in ground-penetrating radargrams for buried utilities

Abstract : Ground-penetrating radar (GPR) is a mature geophysical technique that is used to map utility pipelines buried within 1.5 m of the ground surface in the urban landscape. In this work, the template-matching algorithm has been originally applied to the detection and localization of pipe signatures in two perpendicular antenna polarizations. The processing of a GPR radargram is based on four main steps. The first step consists in defining a template, usually from finite-difference time-domain simulations, made of the nearby area of the hyperbola apex associated with the mean size object to be detected in the soil, whose mean permittivity has been previously experimentally estimated. In the second step, the raw radargram is pre-processed to correct variations due to antenna coupling, then the template matching algorithm is used to detect and localize individual hyperbola signatures in an environment containing unwanted reflections, noise and overlapping signatures. The distance between the shifted template and a local zone in the radargram, based on the L1 norm, allows us to obtain a map of distances. A user-defined threshold allows us to select a reduced number of zones having a high similarity measure. In the third step, minimum or maximum discrete amplitudes belonging to a selected hyperbola curve are semi-automatically extracted in each zone. In the fourth step, the discrete hyperbola data (i, j) are fitted by a parametric hyperbola model using a non-linear least squares criterion. The algorithm was implemented and evaluated on numerical radargrams, and afterwards on experimental radargrams.
Type de document :
Article dans une revue
Journal of Geophysics and Engineering, IOP Publishing, 2016, 13 (4), pp.491-504. <10.1088/1742-2132/13/4/491>
Liste complète des métadonnées


https://hal.archives-ouvertes.fr/hal-01524475
Contributeur : Ifsttar Cadic <>
Soumis le : jeudi 18 mai 2017 - 11:09:18
Dernière modification le : jeudi 20 juillet 2017 - 09:31:00
Document(s) archivé(s) le : mardi 22 août 2017 - 10:55:29

Fichier

doc00026969.pdf
Fichiers produits par l'(les) auteur(s)

Identifiants

Collections

Citation

Florence Sagnard, Jean Philippe Tarel. Template-matching based detection of hyperbolas in ground-penetrating radargrams for buried utilities. Journal of Geophysics and Engineering, IOP Publishing, 2016, 13 (4), pp.491-504. <10.1088/1742-2132/13/4/491>. <hal-01524475>

Partager

Métriques

Consultations de
la notice

24

Téléchargements du document

49