Automatic classification of asphalt pavement cracks using a novel integrated generative adversarial networks and improved VGG model

Machine learning techniques for pavement condition evaluation

(2022) Nima Sholevar et al.   AUTOMATION IN CONSTRUCTION

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

(2022) Jun Zhang et al.   AUTOMATION IN CONSTRUCTION

Automated asphalt pavement damage rate detection based on optimized GA-CNN

(2022) Jiale Li et al.   AUTOMATION IN CONSTRUCTION

Innovative method for pavement multiple damages segmentation and measurement by the Road-Seg-CapsNet of feature fusion

(2022) Jiaxiu Dong et al.   CONSTRUCTION AND BUILDING MATERIALS

Seismic performance evaluation of recycled aggregate concrete-filled steel tubular columns with field strain detected via a novel mark-free vision method

(2022) Yunchao Tang et al.   Structures

Machine learning for developing a pavement condition index

(2022) Afarin Kheirati et al.   AUTOMATION IN CONSTRUCTION

Automatic damage segmentation in pavement videos by fusing similar feature extraction siamese network (SFE-SNet) and pavement damage segmentation capsule network (PDS-CapsNet)

(2022) Jiaxiu Dong et al.   AUTOMATION IN CONSTRUCTION

Monitoring Asphalt Pavement Aging and Damage Conditions from Low-Altitude UAV Imagery Based on a CNN Approach

(2021) Yifan Pan et al.   CANADIAN JOURNAL OF REMOTE SENSING

Visible-Infrared Person Re-Identification with Data Augmentation via Cycle-Consistent Adversarial Network

(2021) Daoxun Xia et al.   NEUROCOMPUTING

Pavement crack detection and classification based on fusion feature of LBP and PCA with SVM

(2021) Cheng Chen et al.   International Journal of Pavement Engineering

Cost-effective system for detection and quantification of concrete surface cracks by combination of convolutional neural network and image processing techniques

(2021) Pengyong Miao et al.   CONSTRUCTION AND BUILDING MATERIALS

Virtual generation of pavement crack images based on improved deep convolutional generative adversarial network

(2021) Lili Pei et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An integrated machine learning model for automatic road crack detection and classification in urban areas

(2021) Abbas Ahmadi et al.   International Journal of Pavement Engineering

Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach

(2021) Minh-Tu Cao et al.   SOFT COMPUTING

Early damage detection of fatigue failure for RC deck slabs under wheel load moving test using image analysis with artificial intelligence

(2021) Mohamed Adel et al.   ENGINEERING STRUCTURES

Edge AI-Based Automated Detection and Classification of Road Anomalies in VANET Using Deep Learning

(2021) Rozi Bibi et al.   Computational Intelligence and Neuroscience

Increasing the robustness of material-specific deep learning models for crack detection across different materials

(2020) Mohamad Alipour et al.   ENGINEERING STRUCTURES

Machine Learning for Crack Detection: Review and Model Performance Comparison

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

A systematic review of convolutional neural network-based structural condition assessment techniques

(2020) Sandeep Sony et al.   ENGINEERING STRUCTURES

Real-time detection of surface deformation and strain in recycled aggregate concrete-filled steel tubular columns via four-ocular vision

(2019) Yunchao Tang et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

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

Visual data classification in post-event building reconnaissance

(2018) Chul Min Yeum et al.   ENGINEERING STRUCTURES

A novel method for asphalt pavement crack classification based on image processing and machine learning

(2018) Nhat-Duc Hoang et al.   ENGINEERING WITH COMPUTERS

Image Processing–Based Classification of Asphalt Pavement Cracks Using Support Vector Machine Optimized by Artificial Bee Colony

(2018) Nhat-Duc Hoang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Binocular vision measurement and its application in full-field convex deformation of concrete-filled steel tubular columns

(2018) Yun-Chao Tang et al.   MEASUREMENT

Automatic Pavement-Crack Detection and Segmentation Based on Steerable Matched Filtering and an Active Contour Model

(2017) Shuai Li et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Efficient pavement crack detection and classification

(2017) A. Cubero-Fernandez et al.   EURASIP Journal on Image and Video Processing