Deep convolutional neural network for estimation of depth and radius from GPR raw signals

R. Jaufer (1) , C. Heinkele (1) , N. Loubat , David Guilbert (1) , Amine Ihamouten (2)

1 ENDSUM - Evaluation non destructive des structures et des matériaux
2 MAST-LAMES - Laboratoire Auscultation, Modélisation, Expérimentation des infrastructures de transport

Domaines: Traitement du signal et de l'image [eess.SP]

R. Jaufer, C. Heinkele, N. Loubat, David Guilbert, Amine Ihamouten. Deep convolutional neural network for estimation of depth and radius from GPR raw signals. NSG2021 2nd Conference on Geophysics for Infrastructure Planning, Monitoring and BIM, Aug 2021, Bordeaux, France. pp.1-5, ⟨10.3997/2214-4609.202120222⟩. ⟨hal-03653514⟩