Automatic pixel‐level crack detection with multi‐scale feature fusion for slab tracks

A novel U‐shaped encoder–decoder network with attention mechanism for detection and evaluation of road cracks at pixel level

(2022) Jun Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic detection method of tunnel lining multi‐defects via an enhanced You Only Look Once network

(2022) Zhong Zhou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep learning-based fast detection of apparent concrete crack in slab tracks with dilated convolution

(2022) Wenlong Ye et al.   CONSTRUCTION AND BUILDING MATERIALS

Sparse‐sensing and superpixel‐based segmentation model for concrete cracks

(2022) Xiongyao Xie et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Intelligent pixel‐level detection of multiple distresses and surface design features on asphalt pavements

(2022) Allen A. Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An ensemble deep learning method with optimized weights for drone-based water rescue and surveillance

(2021) Jan Ga̧sienica-Józkowy et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Automated crack severity level detection and classification for ballastless track slab using deep convolutional neural network

(2021) Weidong Wang et al.   AUTOMATION IN CONSTRUCTION

A Deep Fourier Neural Network for Seizure Prediction Using Convolutional Neural Network and Ratios of Spectral Power

(2021) Peizhen Peng et al.   International Journal of Neural Systems

Hybrid deep learning architecture for rail surface segmentation and surface defect detection

(2021) Yunpeng Wu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Long-term prediction of fatigue crack growth in ballastless track of high-speed railway due to cyclic train load

(2021) Qingsong Feng et al.   CONSTRUCTION AND BUILDING MATERIALS

Geo-AI to aid disaster response by memory-augmented deep reservoir computing

(2021) Konstantinos Demertzis et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

A Multi-Objective Evolutionary Approach Based on Graph-in-Graph for Neural Architecture Search of Convolutional Neural Networks

(2021) Yu Xue et al.   International Journal of Neural Systems

Detection of Trees on Street-View Images Using a Convolutional Neural Network

(2021) Danilo Samuel Jodas et al.   International Journal of Neural Systems

Automatic identification and quantification of dense microcracks in high-performance fiber-reinforced cementitious composites through deep learning-based computer vision

(2021) Pengwei Guo et al.   CEMENT AND CONCRETE RESEARCH

Pavement defect detection with fully convolutional network and an uncertainty framework

(2020) Zheng Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A convolution-based distance measure for fuzzy singletons and its application in a pattern recognition problem

(2020) Rodrigo Naranjo et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Crack Detection and Segmentation Using Deep Learning with 3D Reality Mesh Model for Quantitative Assessment and Integrated Visualization

(2020) Rony Kalfarisi et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Façade defects classification from imbalanced dataset using meta learning‐based convolutional neural network

(2020) Jingjing Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated pavement crack detection and segmentation based on two‐step convolutional neural network

(2020) Jingwei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2020) Feifei Hou et al.   AUTOMATION IN CONSTRUCTION

Convolutional neural network for automated classification of jointed plain concrete pavement conditions

(2020) Yung‐An Hsieh et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated crack assessment and quantitative growth monitoring

(2020) Si‐Yu Kong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Real-time facial expression recognition using smoothed deep neural network ensemble

(2020) Nadir Kamel Benamara et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

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

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

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Mechanical property deterioration of the prefabricated concrete slab in mixed passenger and freight railway tracks

(2019) Juanjuan Ren et al.   CONSTRUCTION AND BUILDING MATERIALS

Concrete bridge surface damage detection using a single‐stage detector

(2019) Chaobo Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel end‐to‐end deep learning scheme for classifying multi‐class motor imagery electroencephalography signals

(2019) Ahmad Hassanpour et al.   EXPERT SYSTEMS

Measurement of concrete crack feature with android smartphone APP based on digital image processing techniques

(2019) Tongyuan Ni et al.   MEASUREMENT

UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation

(2019) Zongwei Zhou et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

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

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Nonballasted Rail Track Slab Crack Identification Method Using a Level-Set-Based Active Contour Model

(2018) Chengbo Ai 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

Semantic image segmentation using fully convolutional neural networks with multi-scale images and multi-scale dilated convolutions

(2018) Duc My Vo et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Automated Pixel-Level Pavement Crack Detection on 3D Asphalt Surfaces with a Recurrent Neural Network

(2018) Allen Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

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

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

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

An advanced vehicle–slab track interaction model considering rail random irregularities

(2017) Lei Xu et al.   JOURNAL OF VIBRATION AND CONTROL

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

Neural Network, Machine Learning, and Evolutionary Approaches for Concrete Material Characterization

(2016) Mohammad H. Rafiei et al.   ACI MATERIALS JOURNAL

Damage mechanism of slab track under the coupling effects of train load and water

(2016) Shihao Cao et al.   ENGINEERING FRACTURE MECHANICS

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

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

A stereovision-based crack width detection approach for concrete surface assessment

(2015) Baohua Shan et al.   KSCE Journal of Civil Engineering

A Robotic Crack Inspection and Mapping System for Bridge Deck Maintenance

(2014) Ronny Salim Lim et al.   IEEE Transactions on Automation Science and Engineering

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

A new methodology for non-contact accurate crack width measurement through photogrammetry for automated structural safety evaluation

(2013) Mohammad R Jahanshahi et al.   Smart Materials and Structures

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

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

Parallel Processing

(2010) HOJJAT ADELI et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Perceptron Learning in Engineering Design

(2010) H. ADELI et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

LabelMe: Online Image Annotation and Applications

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