An Integrated Geophysical and Unmanned Aerial Systems Surveys for Multi-Sensory, Multi-Scale and Multi-Resolution Cave Detection: The Gravaglione Site (Canale …

G Romano, L Capozzoli, N Abate, M De Girolamo… - Remote Sensing, 2023 - mdpi.com
Gravaglione represents one of the main swallow holes of the Canale di Pirro, low Murge,
Apulia region, Italy. Here, after an intense rainstorm, a huge volume of rainwater …

A denoising method based on cyclegan with attention mechanisms for improving the hidden distress features of pavement

L Liu, L Cao, C Lu, X Yang, T Wei, X Li, H Jiang… - Scientific Reports, 2023 - nature.com
Abstract Ground Penetrating Radar (GPR) is one of the most used devices for road structural
damages detection. However, due to the different roadbed conditions and various …

GPR B-scan image denoising via multi-scale convolutional autoencoder with data augmentation

J Luo, W Lei, F Hou, C Wang, Q Ren, S Zhang, S Luo… - Electronics, 2021 - mdpi.com
Ground-penetrating radar (GPR), as a non-invasive instrument, has been widely used in civil
engineering. In GPR B-scan images, there may exist random noise due to the influence of …

[PDF][PDF] 基于改进双边滤波的GPR 图像强振幅噪声压制算法

刘毛毛, 刘宗辉, 周东, 刘保东, 黎永健 - 地球物理学进展, 2022 - geophy.cn
摘要目前探地雷达数据处理更多地是直接引入其他领域的图像和信号处理方法, 如中值滤波,
小波变换和剪切变换等去噪方法. 存在效率低, 图像边缘保持差, 噪声处理不彻底等缺点 …

NDE data correlation using encoder–decoder networks with wavelet scalogram images

M Momtaz Dargahi, D Lattanzi, H Azari - Journal of Nondestructive …, 2022 - Springer
Nondestructive evaluation (NDE) technologies are increasingly used to provide information
about the subsurface integrity of structural components. While NDE can provide powerful …

Joint interpretation of geophysical results and geological observations for detecting buried active faults: the case of the “Il Lago” Plain (Pettoranello del Molise, Italy)

R Nappi, V Paoletti, D D'Antonio, F Soldovieri… - Remote Sensing, 2021 - mdpi.com
We report a geophysical study across an active normal fault in the Southern Apennines. The
surveyed area is the “Il Lago” Plain (Pettoranello del Molise), at the foot of Mt. Patalecchia …

基于探地雷达粉煤灰充填复垦土壤含水率反演

程琦, 张世文, 罗明, 夏可, 徐云飞 - 地球物理学进展, 2021 - dzkx.org
为探究通过电磁波属性信息反演复垦土壤含水率的可行性, 本文以安徽省淮南市平圩复垦农田
土壤为研究对象, 使用探地雷达(GPR) 系统采集电磁波数据, 运用FIR (Finite Impulse …

[HTML][HTML] Mutual Interference Suppression and Signal Enhancement Method for Ground-Penetrating Radar Based on Deep Learning

W Lei, X Tan, C Luo, W Xue - Electronics, 2024 - mdpi.com
Ground-Penetrating Radar (GPR) is a non-destructive sensing technology that utilizes high
electromagnetic frequencies. However, mutual interference waves caused by multiple …

AI-Based Ballasted Track GPR Application and Development

X Qin, Z Peng, G Jing - Recent Advances and Innovative Developments in …, 2024 - Springer
The use of ground-penetrating radar (GPR) technology in railway maintenance and
inspection has gained significant attention in recent years due to its non-destructive and …

Combining ground-penetrating radar sections with different antenna frequencies including time-frequency domain noise suppression filters

H Alemdağ, A Şeren, H Karslı - Geophysics, 2022 - library.seg.org
Ground-penetrating radar (GPR) is one of the most useful geophysical methods that rapidly
and efficiently provide high-resolution subsurface images depending on antenna …