GPR Signal Characterization for Automated Landmine and UXO Detection Based on Machine Learning Techniques

GPR Signal Characterization for Automated Landmine and UXO Detection Based on Machine Learning Techniques

Landmine clearance is an ongoing problem that currently affects millions of people around the world. This study evaluates the effectiveness of ground penetrating radar (GPR) in demining and unexploded ordnance detection using 2.3-GHz and 1-GHz high-frequency antennas. An automated detection tool ba...

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Bibliographic Details
Main Authors: Xavier Núñez-Nieto, Mercedes Solla, Paula Gómez-Pérez, Henrique Lorenzo
Format: Article
Language:English
Published: MDPI AG 2014-10-01
Series:Remote Sensing
Subjects:
demining
ground penetrating radar
neural network
logistic regression
pattern recognition
Online Access:http://www.mdpi.com/2072-4292/6/10/9729

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http://www.mdpi.com/2072-4292/6/10/9729

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