Self‐training approach for crack detection using synthesized crack images based on conditional generative adversarial network

State of the art in structural health monitoring of offshore and marine structures

(2023) Hadi Pezeshki et al.   PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-MARITIME ENGINEERING

Remote robotic system for 3D measurement of concrete damage in tunnel with ground vehicle and manipulator

(2023) Seungbo Shim et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vision-based real-time structural vibration measurement through deep-learning-based detection and tracking methods

(2023) Xiao Pan et al.   ENGINEERING STRUCTURES

Road damage detection using super-resolution and semi-supervised learning with generative adversarial network

(2022) Seungbo Shim et al.   AUTOMATION IN CONSTRUCTION

A night pavement crack detection method based on image‐to‐image translation

(2022) Chao Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep convolutional generative adversarial networks for the generation of numerous artificial spectrum‐compatible earthquake accelerograms using a limited number of ground motion records

(2022) Mehrshad Matinfar et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Stereo-vision-based 3D concrete crack detection using adversarial learning with balanced ensemble discriminator networks

(2022) Seungbo Shim et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Visual structural inspection datasets

(2022) Eric Bianchi et al.   AUTOMATION IN CONSTRUCTION

Multistage semisupervised active learning framework for crack identification, segmentation, and measurement of bridges

(2022) Yue Zheng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A conditional Generative Adversarial Network and transfer learning-oriented anomaly classification system for electrospun nanofibers

(2022) Cosimo Ieracitano et al.   International Journal of Neural Systems

Deep Convolution Generative Adversarial Network-Based Electroencephalogram Data Augmentation for Post-Stroke Rehabilitation with Motor Imagery

(2022) Fangzhou Xu et al.   International Journal of Neural Systems

Datasets and processing methods for boosting visual inspection of civil infrastructure: A comprehensive review and algorithm comparison for crack classification, segmentation, and detection

(2022) Guidong Yang et al.   CONSTRUCTION AND BUILDING MATERIALS

Review on computer vision-based crack detection and quantification methodologies for civil structures

(2022) Jianghua Deng et al.   CONSTRUCTION AND BUILDING MATERIALS

Modal analysis of offshore monopile wind turbine: An analytical solution

(2022) Hadi Pezeshki et al.   JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME

Data Augmentation by an Additional Self-Supervised CycleGAN-Based for Shadowed Pavement Detection

(2022) Jiajun Song et al.   Sustainability

Intelligent crack detection based on attention mechanism in convolution neural network

(2021) Xiaoning Cui et al.   ADVANCES IN STRUCTURAL ENGINEERING

An Automatic Glioma Segmentation System Using a Multilevel Attention Pyramid Scene Parsing Network

(2021) Zhenyu Zhang et al.   Current Medical Imaging Reviews

Lightweight pixel-wise segmentation for efficient concrete crack detection using hierarchical convolutional neural network

(2021) Jin Kim et al.   Smart Materials and Structures

Mixed pooling and richer attention feature fusion for crack detection

(2021) Qiang Zhou et al.   PATTERN RECOGNITION LETTERS

Balanced semisupervised generative adversarial network for damage assessment from low‐data imbalanced‐class regime

(2021) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Road surface damage detection based on hierarchical architecture using lightweight auto-encoder network

(2021) Seungbo Shim et al.   AUTOMATION IN CONSTRUCTION

Structural crack detection using deep convolutional neural networks

(2021) Raza Ali et al.   AUTOMATION IN CONSTRUCTION

Interpolation consistency training for semi-supervised learning

(2021) Vikas Verma et al.   NEURAL NETWORKS

Pavement crack detection network based on pyramid structure and attention mechanism

(2020) Xuezhi Xiang et al.   IET Image Processing

Self-Supervised Structure Learning for Crack Detection Based on Cycle-Consistent Generative Adversarial Networks

(2020) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Generative adversarial network for road damage detection

(2020) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A research on an improved Unet-based concrete crack detection algorithm

(2020) Lingxin Zhang et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Machine Learning for Crack Detection: Review and Model Performance Comparison

(2020) Yung-An Hsieh et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Deep-Learning-Based Classification of Point Clouds for Bridge Inspection

(2020) Hyunsoo Kim et al.   Remote Sensing

Surface Defects Recognition of Wheel Hub Based on Improved Faster R-CNN

(2019) Xiaohong Sun et al.   Electronics

Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation

(2019) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image‐based concrete crack assessment using mask and region‐based convolutional neural network

(2019) Byunghyun Kim et al.   Structural Control & Health Monitoring

Recent research and development programs for infrastructures maintenance, renovation and management in Japan

(2019) Yozo Fujino et al.   Structure and Infrastructure Engineering

Detecting Gear Surface Defects Using Background-Weakening Method and Convolutional Neural Network

(2019) Liya Yu et al.   Journal of Sensors

ERFNet: Efficient Residual Factorized ConvNet for Real-Time Semantic Segmentation

(2018) Eduardo Romera et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

(2018) Liang-Chieh Chen et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep Learning–Based Fully Automated Pavement Crack Detection on 3D Asphalt Surfaces with an Improved CrackNet

(2018) Allen Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Virtual Adversarial Training: A Regularization Method for Supervised and Semi-Supervised Learning

(2018) Takeru Miyato et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection

(2016) Rabih Amhaz et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Crack propagation monitoring using an image deformation approach

(2016) D. Dias-da-Costa et al.   Structural Control & Health Monitoring

A Novel Machine Learning Model for Estimation of Sale Prices of Real Estate Units

(2016) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

Thin crack observation in a reinforced concrete bridge pier test using image processing and analysis

(2015) Yuan-Sen Yang et al.   ADVANCES IN ENGINEERING SOFTWARE

Synchrosqueezed wavelet transform-fractality model for locating, detecting, and quantifying damage in smart highrise building structures

(2015) Juan P Amezquita-Sanchez et al.   Smart Materials and Structures

Long-distance precision inspection method for bridge cracks with image processing

(2013) Gang Li et al.   AUTOMATION IN CONSTRUCTION

CrackTree: Automatic crack detection from pavement images

(2011) Qin Zou et al.   PATTERN RECOGNITION LETTERS