A Linear Prediction and Support Vector Regression-Based Debonding Detection Method Using Step-Frequency Ground Penetrating Radar

Le Bastard, Cédric; Pan, Jingjing; Wang, Yide; Sun, Meng; Savant Todkar, Shreedhar; Baltazart, Vincent; Pinel, Nicolás; Ihamouten, Amine; Dérobert, Xavier; Bourlier, Christophe

doi:10.1109/lgrs.2018.2873045

Public

A Linear Prediction and Support Vector Regression-Based Debonding Detection Method Using Step-Frequency Ground Penetrating Radar

Published in IEEE Geoscience and Remote Sensing Letters • Oct 24, 2018

Authors:

Cédric Le Bastard

Jingjing Pan

Yide Wang

Abstract

In the field of civil engineering, ground penetrating radar (GPR) is a highly efficient nondestructive testing tool for sustainable management of pavement infrastructures. GPR allows to evaluate the structure of the roadway over large distances (with contactless configurations) and to detect signifi...

Subject

Ground-penetrating radar

Support vector machine

Radar

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