Automatic pixel-level detection of vertical cracks in asphalt pavement based on GPR investigation and improved mask R-CNN

Detection and Characterization of Cracks in Highway Pavement with the Amplitude Variation of GPR Diffracted Waves: Insights from Forward Modeling and Field Data

(2022) Shili Guo et al.   Remote Sensing

Visibility classification and influencing-factors analysis of airport: A deep learning approach

(2022) Zhen Liu et al.   ATMOSPHERIC ENVIRONMENT

Recognition of void defects in airport runways using ground-penetrating radar and shallow CNN

(2022) Jun Zhang et al.   AUTOMATION IN CONSTRUCTION

GPR-based detection of internal cracks in asphalt pavement: A combination method of DeepAugment data and object detection

(2022) Zhen Liu et al.   MEASUREMENT

Automatic detection of asphalt pavement thickness: A method combining GPR images and improved Canny algorithm

(2022) Lutai Wang et al.   MEASUREMENT

Automatic Detection of Pothole Distress in Asphalt Pavement Using Improved Convolutional Neural Networks

(2022) Danyu Wang et al.   Remote Sensing

Novel YOLOv3 Model With Structure and Hyperparameter Optimization for Detection of Pavement Concealed Cracks in GPR Images

(2022) Zhen Liu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Review of GPR Application on Transport Infrastructures: Troubleshooting and Best Practices

(2021) Mercedes Solla et al.   Remote Sensing

Application of Combining YOLO Models and 3D GPR Images in Road Detection and Maintenance

(2021) Zhen Liu et al.   Remote Sensing

Automated crack pattern recognition from images for condition assessment of concrete structures

(2021) Yiqing Liu et al.   AUTOMATION IN CONSTRUCTION

Mask RCNN algorithm for nuclei detection on breast cancer histopathological images

(2021) Hui Huang et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

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

(2021) Hui Qin et al.   AUTOMATION IN CONSTRUCTION

Deep learning–based nondestructive evaluation of reinforcement bars using ground‐penetrating radar and electromagnetic induction data

(2021) Xiaofeng Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Use of NDT systems to investigate pavement reconstruction needs and improve maintenance treatment decision-making

(2021) Chunlong Xiong et al.   International Journal of Pavement Engineering

Efficient attention-based deep encoder and decoder for automatic crack segmentation

(2021) Dong H Kang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Effect of Moisture Content on Calculated Dielectric Properties of Asphalt Concrete Pavements from Ground-Penetrating Radar Measurements

(2021) Qingqing Cao et al.   Remote Sensing

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 experimental and numerical approach to combine Ground Penetrating Radar and computational modeling for the identification of early cracking in cement concrete pavements

(2020) Mezgeen A. Rasol et al.   NDT & E INTERNATIONAL

NDT assessment of rigid pavement damages with ground penetrating radar: laboratory and field tests

(2020) Mezgeen A. Rasol et al.   International Journal of Pavement Engineering

Hybrid pixel-level concrete crack segmentation and quantification across complex backgrounds using deep learning

(2020) Dongho Kang et al.   AUTOMATION IN CONSTRUCTION

Improved Mask R-CNN with distance guided intersection over union for GPR signature detection and segmentation

(2020) Feifei Hou et al.   AUTOMATION IN CONSTRUCTION

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

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

Penetration Properties of Ground Penetrating Radar Waves Through Rebar Grids

(2020) Hai Liu et al.   IEEE Geoscience and Remote Sensing Letters

Real-Time Density and Thickness Estimation of Thin Asphalt Pavement Overlay During Compaction Using Ground Penetrating Radar Data

(2019) Siqi Wang et al.   SURVEYS IN GEOPHYSICS

Automatic hyperbola detection and fitting in GPR B-scan image

(2019) Wentai Lei et al.   AUTOMATION IN CONSTRUCTION

Cattle segmentation and contour extraction based on Mask R-CNN for precision livestock farming

(2019) Yongliang Qiao et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Subsurface damage detection of a steel bridge using deep learning and uncooled micro-bolometer

(2019) Rahmat Ali et al.   CONSTRUCTION AND BUILDING MATERIALS

Deep learning-based cardiovascular image diagnosis: A promising challenge

(2019) Kelvin K.L. Wong et al.   Future Generation Computer Systems-The International Journal of eScience

3D GPR Image-based UcNet for Enhancing Underground Cavity Detectability

(2019) Man-Sung Kang et al.   Remote Sensing

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

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

SDDNet: Real-Time Crack Segmentation

(2019) Wooram Choi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

(2018) Kien Dinh et al.   AUTOMATION IN CONSTRUCTION

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

(2018) Zheng Tong 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

LabelMe: Online Image Annotation and Applications

(2010) Antonio Torralba et al.   PROCEEDINGS OF THE IEEE