Landmine detection from GPR data using convolutional neural networks

S Lameri, F Lombardi, P Bestagini… - 2017 25th European …, 2017 - ieeexplore.ieee.org
The presence of buried landmines is a serious threat in many areas around the World.
Despite various techniques have been proposed in the literature to detect and recognize …

An integrated aerial system for landmine detection: SDR-based Ground Penetrating Radar onboard an autonomous drone

J Colorado, M Perez, I Mondragon, D Mendez… - Advanced …, 2017 - Taylor & Francis
This paper presents an approach for explosive-landmine detection by designing, developing
and integrating a Ground Penetrating Radar (GPR) onboard an autonomous aerial drone …

Implementation of an artificial intelligence approach to GPR systems for landmine detection

OA Pryshchenko, V Plakhtii, OM Dumin, GP Pochanin… - Remote Sensing, 2022 - mdpi.com
Artificial Neural Network (ANN) approaches are applied to detect and determine the object
class using a special set of the UltraWideBand (UWB) pulse Ground Penetrating Radar …

Measurement of coordinates for a cylindrical target using times of flight from a 1-transmitter and 4-receiver UWB antenna system

GP Pochanin, L Capineri, TD Bechtel… - … on Geoscience and …, 2019 - ieeexplore.ieee.org
This article presents a new UWB impulse radar system consisting of a central radiating
antenna (1.9-GHz center frequency, 2-GHz bandwidth) and four receiving antennas …

[HTML][HTML] IAS: a new novel phase-based filter for detection of unexploded ordnances

IM Ibraheem, H Aladad, MF Alnaser, R Stephenson - Remote Sensing, 2021 - mdpi.com
A new phase-based filter (called improved analytical signal (IAS)) is introduced to detect
buried unexploded ordnance (UXO) precisely from magnetic fields using the arcsine …

UAV for landmine detection using SDR-based GPR technology

MRP Cerquera, JDC Montaño… - Robots Operating in …, 2017 - books.google.com
This chapter presents an approach for explosive-landmine detection on-board an
autonomous aerial drone. The chapter describes the design, implementation and integration …

Exploiting ground-penetrating radar phenomenology in a context-dependent framework for landmine detection and discrimination

CR Ratto, PA Torrione… - IEEE Transactions on …, 2010 - ieeexplore.ieee.org
A technique for making landmine detection with a ground-penetrating radar (GPR) sensor
more robust to fluctuations in environmental conditions is presented. Context-dependent …

Deep Learning-Based Real-Time Detection of Surface Landmines Using Optical Imaging

E Vivoli, M Bertini, L Capineri - Remote Sensing, 2024 - mdpi.com
This paper presents a pioneering study in the application of real-time surface landmine
detection using a combination of robotics and deep learning. We introduce a novel system …

Under the sand: Navigation and localization of a micro aerial vehicle for landmine detection with ground penetrating synthetic aperture radar

R Bähnemann, N Lawrance, L Streichenberg… - arXiv preprint arXiv …, 2021 - arxiv.org
Ground penetrating radar mounted on micro aerial vehicle (MAV) is a promising tool to
assist humanitarian landmine clearance. However, the quality of synthetic aperture radar …

Clutter removal techniques in ground penetrating radar for landmine detection: A Survey

D Kumlu, I Erer - Operations Research for Military Organizations, 2019 - igi-global.com
Ground-penetrating radar (GPR) is a popular technique for landmine detection and widely
used by military organizations for landmine clearance purposes. It is well known that GPR is …