Assessment of pavement structural conditions and remaining life combining accelerated pavement testing and ground-penetrating radar
The inspection and monitoring of structural conditions are crucial for the maintenance of
semi-rigid base pavement. To achieve the inverse calculation of material parameters and …
semi-rigid base pavement. To achieve the inverse calculation of material parameters and …
GIFM: An image restoration method with generalized image formation model for poor visible conditions
Recently, image restoration has attracted considerable attention from researchers, and
these methods generally restore degraded images based on the atmospheric scattering …
these methods generally restore degraded images based on the atmospheric scattering …
Deep learning-enhanced numerical simulation of ground penetrating radar and image detection of road cracks
Aiming at the requirements of nondestructive testing and intelligent recognition of cracks
inside the pavement structures, a ground penetrating radar (GPR) detection and automatic …
inside the pavement structures, a ground penetrating radar (GPR) detection and automatic …
[HTML][HTML] 探地雷达数值模拟与道路裂缝图像检测的深度学习增强方法
刘震, 顾兴宇, 李骏, 董侨, 蒋继望 - 地球物理学报, 2024 - dzkx.org
针对路面结构内部裂缝的无损检测与智能识别需求, 提出一种基于改进的YOLOv8
和AutoAugment 增强的探地雷达检测与图像自动识别方法. 结合Gprmax 数值模拟 …
和AutoAugment 增强的探地雷达检测与图像自动识别方法. 结合Gprmax 数值模拟 …
[HTML][HTML] Refined modeling of heterogeneous medium for ground-penetrating radar simulation
Ground-penetrating radar (GPR) has been widely used for subsurface detection and testing.
Numerical simulations of GPR signal are commonly performed to aid the interpretation of …
Numerical simulations of GPR signal are commonly performed to aid the interpretation of …
A Novel Feature Descriptor for Hyperbola Recognition in GPR Images Based on Symmetry Model
Ground penetrating radar (GPR) images typically depict underground targets as hyperbolas,
which pose a challenging detection task due to their low amplitude and resolution. To …
which pose a challenging detection task due to their low amplitude and resolution. To …
Deep Learning-Based Suppression of Strong Noise in GPR Data for Railway Subgrade Detection
Z Liu, J Xiao, R Shen, J Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) is a nondestructive near-surface geophysical detection
method, which is often used to locate subgrade diseases in railway subgrade detection …
method, which is often used to locate subgrade diseases in railway subgrade detection …
FM-Gan: Forward Modeling Network for Generating Approaching-reality B-Scans of GPR Pipelines with Transformer Tuning
T Xu, D Yuan, G Yang, B Li… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) forward modeling holds significant importance in the
realms of geological exploration, subsurface target detection, and scientific research. With …
realms of geological exploration, subsurface target detection, and scientific research. With …
改进YOLOv5 的探地雷达常见地下管线识别
王惠琴, 罗佳, 何永强, 曹明华, 高大庆, 李佳豪 - 地球物理学报, 2024 - dsjyj.com.cn
针对当前探地雷达(Ground Penetrating Radar, GPR) 图像识别准确率低, 且小目标识别困难等
问题, 本文将YOLOv5 (You Only Look Once) 和ConvNeXt 网络相结合, 提出了一种适用于GPR …
问题, 本文将YOLOv5 (You Only Look Once) 和ConvNeXt 网络相结合, 提出了一种适用于GPR …
Identification of common underground pipelines by ground penetrating radar based on improved YOLOv5
HQ WANG, J LUO, YQ HE, MH CAO… - Chinese Journal of …, 2024 - en.dzkx.org
Aiming at the current problems of low accuracy of ground-penetrating radar image
recognition and difficulty in recognizing small targets, this paper combines YOLOv5 and …
recognition and difficulty in recognizing small targets, this paper combines YOLOv5 and …