Application of an Improved YOLOv5 Algorithm in Real-Time Detection of Foreign Objects by Ground Penetrating Radar

Saliency-based YOLO for single target detection

(2021) Jun-ying Hu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

From Smart Farming towards Unmanned Farms: A New Mode of Agricultural Production

(2021) Tan Wang et al.   Agriculture-Basel

Deep residual pooling network for texture recognition

(2021) Shangbo Mao et al.   PATTERN RECOGNITION

A Real-Time Apple Targets Detection Method for Picking Robot Based on Improved YOLOv5

(2021) Bin Yan et al.   Remote Sensing

Deep Convolutional Denoising Autoencoders with Network Structure Optimization for the High-Fidelity Attenuation of Random GPR Noise

(2021) Deshan Feng et al.   Remote Sensing

Learning Adjustable Reduced Downsampling Network for Small Object Detection in Urban Environments

(2021) Huijie Zhang et al.   Remote Sensing

Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

(2021) Hui Qin et al.   AUTOMATION IN CONSTRUCTION

Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation

(2021) Zhaohui Zheng et al.   IEEE Transactions on Cybernetics

Identifying concrete structure defects in GPR image

(2020) Liangbao Jiao et al.   MEASUREMENT

Sensing Archaeology in the North: The Use of Non-Destructive Geophysical and Remote Sensing Methods in Archaeology in Scandinavian and North Atlantic Territories

(2020) Carmen Cuenca-García et al.   Remote Sensing

Dynamic categorization of 3D objects for mobile service robots

(2020) Reyes Rios-Cabrera et al.   Industrial Robot-The International Journal of Robotics Research and Application

Detection of concealed cracks from ground penetrating radar images based on deep learning algorithm

(2020) Shuwei Li et al.   CONSTRUCTION AND BUILDING MATERIALS

An effective FDTD model for GPR to detect the material of hard objects buried in tillage soil layer

(2019) Yuanhong Li et al.   SOIL & TILLAGE RESEARCH

An algorithm for automatic localization and detection of rebars from GPR data of concrete bridge decks

(2018) Kien Dinh et al.   AUTOMATION IN CONSTRUCTION

An anomalous event detection and tracking method for a tunnel look-ahead ground prediction system

(2018) Lijun Wei et al.   AUTOMATION IN CONSTRUCTION

A nondestructive evaluation method for semi-rigid base cracking condition of asphalt pavement

(2018) Guoshuai Zang et al.   CONSTRUCTION AND BUILDING MATERIALS

Specific evaluation of tunnel lining multi-defects by all-refined GPR simulation method using hybrid algorithm of FETD and FDTD

(2018) Deshan Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Analyses of GPR signals for characterization of ground conditions in urban areas

(2018) Won-Taek Hong et al.   JOURNAL OF APPLIED GEOPHYSICS

Location of reinforcement and moisture assessment in reinforced concrete with a double receiver GPR antenna

(2018) K. Agred et al.   CONSTRUCTION AND BUILDING MATERIALS

Deep learning-based underground object detection for urban road pavement

(2018) Namgyu Kim et al.   International Journal of Pavement Engineering

On a reliable assessment of the location and size of rebar in concrete structures from radargrams of ground-penetrating radar

(2016) M Ramya et al.   INSIGHT

Tree Root Automatic Recognition in Ground Penetrating Radar Profiles Based on Randomized Hough Transform

(2016) Wentao Li et al.   Remote Sensing

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Using pattern recognition to automatically localize reflection hyperbolas in data from ground penetrating radar

(2013) Christian Maas et al.   COMPUTERS & GEOSCIENCES

Detection of subsurface metallic utilities by means of a SAP technique: Comparing MUSIC- and SVM-based approaches

(2013) Simone Meschino et al.   JOURNAL OF APPLIED GEOPHYSICS

GPR abilities in investigation of the pavement transversal cracks

(2013) Lech Krysiński et al.   JOURNAL OF APPLIED GEOPHYSICS

Structural analysis of the Roman Bibei bridge (Spain) based on GPR data and numerical modelling

(2011) M. Solla et al.   AUTOMATION IN CONSTRUCTION

Urban archaeological investigations using surface 3D Ground Penetrating Radar and Electrical Resistivity Tomography methods

(2009) Nikos Papadopoulos et al.   Exploration Geophysics