Intelligent recognition of defects in high‐speed railway slab track with limited dataset

Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results

(2023) Tatsuro Yamane et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection

(2023) Jian Huang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Predicting the life cycle durability and ecological performance of cementitious coatings with a fuzzy‐stochastics–based approach

(2023) Xue Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2023) Wenlong Ye et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Anchor‐adaptive railway track detection from unmanned aerial vehicle images

(2023) Lei Tong et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A real-time transformer discharge pattern recognition method based on CNN-LSTM driven by few-shot learning

(2023) Qinghe Zheng et al.   ELECTRIC POWER SYSTEMS RESEARCH

Comparative deep learning studies for indirect tunnel monitoring with and without Fourier pre-processing

(2023) Marco Martino Rosso et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Advanced industrial informatics towards smart, safe and sustainable roads: A state of the art

(2023) Hui Yao et al.   Journal of Traffic and Transportation Engineering-English Edition

Iterative application of generative adversarial networks for improved buried pipe detection from images obtained by ground‐penetrating radar

(2023) Pang Jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic pavement texture recognition using lightweight few-shot learning

(2023) Shuo Pan et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Automated pixel-level crack monitoring system for large-scale underground infrastructure – A case study at CERN

(2023) Aohui Ouyang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Data Augmentation and Intelligent Recognition in Pavement Texture Using a Deep Learning

(2022) Ning Chen et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Wireless SmartVision system for synchronized displacement monitoring of railroad bridges

(2022) Shaik Althaf V. Shajihan 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

An effective railway intrusion detection method using dynamic intrusion region and lightweight neural network

(2022) Zhiwei Cao et al.   MEASUREMENT

New classes inference, few‐shot learning and continual learning for radar signal recognition

(2022) Jiaji Luo et al.   IET Radar Sonar and Navigation

Automatic intelligent recognition of pavement distresses with limited dataset using generative adversarial networks

(2022) Zhuo Liu et al.   AUTOMATION IN CONSTRUCTION

Underwater crack pixel-wise identification and quantification for dams via lightweight semantic segmentation and transfer learning

(2022) Yangtao Li et al.   AUTOMATION IN CONSTRUCTION

Severe rail wear detection with rail running band images

(2022) Qihang Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Convolutional networks and transformers for intelligent road tunnel investigations

(2022) Marco Martino Rosso et al.   COMPUTERS & STRUCTURES

Proactive proximity monitoring with instance segmentation and unmanned aerial vehicle‐acquired video‐frame prediction

(2021) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Siamese Neural Network Based Few-Shot Learning for Anomaly Detection in Industrial Cyber-Physical Systems

(2021) Xiaokang Zhou et al.   IEEE Transactions on Industrial Informatics

Machine vision-based surface crack analysis for transportation infrastructure

(2021) Wenbo Hu et al.   AUTOMATION IN CONSTRUCTION

A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage

(2021) Pang‐Jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Development of a Concrete Floating and Delamination Detection System Using Infrared Thermography

(2021) Pang-jo Chun et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

A comprehensive survey on model compression and acceleration

(2020) Tejalal Choudhary et al.   ARTIFICIAL INTELLIGENCE REVIEW

Multi-block SSD based on small object detection for UAV railway scene surveillance

(2020) Yundong LI et al.   Chinese Journal of Aeronautics

Model Compression and Hardware Acceleration for Neural Networks: A Comprehensive Survey

(2020) By Lei Deng et al.   PROCEEDINGS OF THE IEEE

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

(2020) Deng-Ping Fan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Automatic railroad track components inspection using real‐time instance segmentation

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

Deep Sentiment Classification and Topic Discovery on Novel Coronavirus or COVID-19 Online Discussions: NLP Using LSTM Recurrent Neural Network Approach

(2020) Hamed Jelodar et al.   IEEE Journal of Biomedical and Health Informatics

Real-Time Fusion Network for RGB-D Semantic Segmentation Incorporating Unexpected Obstacle Detection for Road-Driving Images

(2020) Lei Sun et al.   IEEE Robotics and Automation Letters

FEMa: a finite element machine for fast learning

(2019) Danilo R. Pereira et al.   NEURAL COMPUTING & APPLICATIONS

A dynamic ensemble learning algorithm for neural networks

(2019) Kazi Md. Rokibul Alam et al.   NEURAL COMPUTING & APPLICATIONS

High-Speed Railway Intruding Object Image Generating with Generative Adversarial Networks

(2019) Baoqing Guo et al.   SENSORS

Lightweight group convolutional network for single image super-resolution

(2019) Aiping Yang et al.   INFORMATION SCIENCES

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

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

A High-Precision Loose Strands Diagnosis Approach for Isoelectric Line in High-Speed Railway

(2018) Zhigang Liu et al.   IEEE Transactions on Industrial Informatics

Automatic Defect Detection of Fasteners on the Catenary Support Device Using Deep Convolutional Neural Network

(2018) Junwen Chen et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Automatic Railway Traffic Object Detection System Using Feature Fusion Refine Neural Network under Shunting Mode

(2018) Tao Ye et al.   SENSORS

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

LightweightNet: Toward fast and lightweight convolutional neural networks via architecture distillation

(2018) Ting-Bing Xu et al.   PATTERN RECOGNITION

A CNN-Based Defect Inspection Method for Catenary Split Pins in High-Speed Railway

(2018) Junping Zhong et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

Deep Multitask Learning for Railway Track Inspection

(2017) Xavier Gibert et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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 New Neural Dynamic Classification Algorithm

(2017) Mohammad Hossein Rafiei et al.   IEEE Transactions on Neural Networks and Learning Systems

Traffic Safety Evaluation for Railway Bridges Using Expanded Multisensor Data Fusion

(2016) Jong-Woong Park et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

Cost optimization of reinforced concrete flat slabs of arbitrary configuration in irregular highrise building structures

(2016) Mais Aldwaik et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

Forward-Backward Approach for 3D Event Localization Using Commodity Smartphones for Ubiquitous Context-Aware Applications in Civil and Infrastructure Engineering

(2015) Hyungchul Yoon et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A Decision Support Tool for the Railway Industry Based on Computer Graphics and Intuitive Modelling Techniques

(2010) K. Tsiflakos et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Parallel Structural Analysis Using Threads

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