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

Pavement distress detection and classification based on YOLO network

(2020) Yuchuan Du et al.   International Journal of Pavement Engineering

GPR laboratory tests and numerical models to characterize cracks in cement concrete specimens, exemplifying damage in rigid pavement

(2020) Mezgeen A. Rasol et al.   MEASUREMENT

An Improved Algorithm for Detecting Pneumonia Based on YOLOv3

(2020) Shangjie Yao et al.   Applied Sciences-Basel

Automatic detection of moisture damages in asphalt pavements from GPR data with deep CNN and IRS method

(2020) Jun Zhang et al.   AUTOMATION IN CONSTRUCTION

Real-time Concealed Object Detection from Passive Millimeter Wave Images Based on the YOLOv3 Algorithm

(2020) Lei Pang et al.   SENSORS

YOLO-Tomato: A Robust Algorithm for Tomato Detection Based on YOLOv3

(2020) Guoxu Liu et al.   SENSORS

Optimized YOLOv3 Algorithm and Its Application in Traffic Flow Detections

(2020) Yi-Qi Huang et al.   Applied Sciences-Basel

Deep convolution neural network-based transfer learning method for civil infrastructure crack detection

(2020) Qiaoning Yang et al.   AUTOMATION IN CONSTRUCTION

Early recognition of tomato gray leaf spot disease based on MobileNetv2-YOLOv3 model

(2020) Jun Liu et al.   Plant Methods

Detecting concealed damage in asphalt pavement based on a composite lead zirconate titanate/polyvinylidene fluoride aggregate

(2019) Xiaoping Ji et al.   Structural Control & Health Monitoring

Improved UAV Opium Poppy Detection Using an Updated YOLOv3 Model

(2019) Jun Zhou et al.   SENSORS

Pavement-distress detection using ground-penetrating radar and network in networks

(2019) Zheng Tong et al.   CONSTRUCTION AND BUILDING MATERIALS

Pixel-Level Cracking Detection on 3D Asphalt Pavement Images Through Deep-Learning- Based CrackNet-V

(2019) Yue Fei et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Detection of Collapsed Buildings in Post-Earthquake Remote Sensing Images Based on the Improved YOLOv3

(2019) Haojie Ma et al.   Remote Sensing

Innovative method for recognizing subgrade defects based on a convolutional neural network

(2018) Zheng Tong et al.   CONSTRUCTION AND BUILDING MATERIALS

A review of Ground Penetrating Radar application in civil engineering: A 30-year journey from Locating and Testing to Imaging and Diagnosis

(2018) Wallace Wai-Lok Lai et al.   NDT & E INTERNATIONAL

Laboratory assessment of nine methods for nondestructive evaluation of concrete bridge decks with overlays

(2018) Shibin Lin et al.   CONSTRUCTION AND BUILDING MATERIALS

Super-Resolution of 3-D GPR Signals to Estimate Thin Asphalt Overlay Thickness Using the XCMP Method

(2018) Shan Zhao et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Development of regularization methods on simulated ground-penetrating radar signals to predict thin asphalt overlay thickness

(2017) Shan Zhao et al.   SIGNAL PROCESSING

Development of an analytic approach utilizing the extended common midpoint method to estimate asphalt pavement thickness with 3-D ground-penetrating radar

(2016) Shan Zhao et al.   NDT & E INTERNATIONAL

Rapid Detection Methods for Asphalt Pavement Thicknesses and Defects by a Vehicle-Mounted Ground Penetrating Radar (GPR) System

(2016) Zehua Dong et al.   SENSORS

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

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

Estimating the hotmix asphalt air voids from ground penetrating radar

(2014) Dar-Hao Chen et al.   NDT & E INTERNATIONAL

An innovative method for measuring pavement dielectric constant using the extended CMP method with two air-coupled GPR systems

(2014) Zhen Leng et al.   NDT & E INTERNATIONAL

Approach to identify cracking in asphalt pavement using GPR and infrared thermographic methods: Preliminary findings

(2013) M. Solla et al.   NDT & E INTERNATIONAL

Evaluation of Ultrasonic Technique for Detecting Delamination in Asphalt Pavements

(2013) Kyle Hoegh et al.   TRANSPORTATION RESEARCH RECORD

GPR detection of several common subsurface voids inside dikes and dams

(2009) Xingxin Xu et al.   ENGINEERING GEOLOGY

GPR evaluation of the damage found in the reinforced concrete base of a block of flats: A case study

(2008) V. Pérez-Gracia et al.   NDT & E INTERNATIONAL