Concrete crack detection with handwriting script interferences using faster region‐based convolutional neural network

Automatic pixel-level multiple damage detection of concrete structure using fully convolutional network

(2019) Shengyuan Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging

(2018) Dongho Kang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Unified Vision-Based Methodology for Simultaneous Concrete Defect Detection and Geolocalization

(2018) Ruoxing Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Fast Detection Method via Region-Based Fully Convolutional Neural Networks for Shield Tunnel Lining Defects

(2018) Yadong Xue et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

NB-CNN: Deep Learning-Based Crack Detection Using Convolutional Neural Network and Naïve Bayes Data Fusion

(2018) Fu-Chen Chen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Regional parallel structure based CNN for thermal infrared face identification

(2018) Peng Wang et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Vehicle type detection by ensembles of convolutional neural networks operating on super resolved images

(2018) Miguel A. Molina-Cabello et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images

(2018) Yang Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning based image recognition for crack and leakage defects of metro shield tunnel

(2018) Hong-wei Huang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

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

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

A scalable approach based on deep learning for big data time series forecasting

(2018) J.F. Torres et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Layer multiplexing FPGA implementation for deep back-propagation learning

(2017) Francisco Ortega-Zamorano et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Image recognition with deep neural networks in presence of noise – Dealing with and taking advantage of distortions

(2017) Michał Koziarski et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Identification framework for cracks on a steel structure surface by a restricted Boltzmann machines algorithm based on consumer-grade camera images

(2017) Yang Xu et al.   Structural Control & Health Monitoring

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

Feasibility of using digital image correlation for unmanned aerial vehicle structural health monitoring of bridges

(2017) Daniel Reagan et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Crack propagation monitoring using an image deformation approach

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

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

Vision-Based Automated Crack Detection for Bridge Inspection

(2015) Chul Min Yeum et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning

(2015) Yann LeCun et al.   NATURE

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

(2013) Gang Li et al.   AUTOMATION IN CONSTRUCTION

Image-based retrieval of concrete crack properties for bridge inspection

(2013) R.S. Adhikari et al.   AUTOMATION IN CONSTRUCTION

Crack detection of reinforced concrete bridge using video image

(2013) Xue-jun Xu et al.   Journal of Central South University

An Unmanned Aerial Vehicle-Based Imaging System for 3D Measurement of Unpaved Road Surface Distresses1

(2011) Chunsun Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An innovative methodology for detection and quantification of cracks through incorporation of depth perception

(2011) Mohammad R. Jahanshahi et al.   MACHINE VISION AND APPLICATIONS

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Integration of computer imaging and sensor data for structural health monitoring of bridges

(2009) R Zaurin et al.   Smart Materials and Structures