Classifying GPR Images Using Convolutional Neural Networks

Almaimani, Maha and Wu, Dalei and Liang, Yu and Yang, Li and Huston, Dryver and Xia, Tian (2018) Classifying GPR Images Using Convolutional Neural Networks. In: 11th EAI International Conference on Mobile Multimedia Communications.

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Abstract

This paper focused on classifying ground penetrating radar (GPR) images of subsurface cylinders according to their depth, size, material, and the dielectric constant of the underlying medium using four different architectures of convolutional neural networks. Two CNNs were newly proposed in this stu

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 11:30
Last Modified: 17 Apr 2026 15:35
URI: http://eprints.eai.eu/id/eprint/19303

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