Anchor‐adaptive railway track detection from unmanned aerial vehicle images

A Health state-related ensemble deep learning method for aircraft engine remaining useful life prediction

(2023) Yujie Cheng et al.   APPLIED SOFT COMPUTING

Segmentalized mRMR Features and Cost-Sensitive ELM With Fixed Inputs for Fault Diagnosis of High-Speed Railway Turnouts

(2023) Zhipeng Wang 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 for post‐hurricane aerial damage assessment of buildings

(2021) Chih‐Shen Cheng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

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

A 3D reconstruction method for buildings based on monocular vision

(2021) Boqiang Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Optimization of annual planned rail maintenance

(2021) Menno Oudshoorn et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

DroneRTEF:development of a novel adaptive framework for railroad track extraction in drone images

(2021) Aradhya Saini et al.   PATTERN ANALYSIS AND APPLICATIONS

Noncontact deflection measurement for bridge through a multi‐UAVs system

(2021) Sheng Zhuge et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Estimation of railway track longitudinal irregularity using vehicle response with information compression and Bayesian deep learning

(2021) Chenzhong Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

LaneAF: Robust Multi-Lane Detection With Affinity Fields

(2021) Hala Abualsaud et al.   IEEE Robotics and Automation Letters

UAV-LiDAR-Based Measuring Framework for Height and Stagger of High-Speed Railway Contact Wire

(2021) Yixuan Geng et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Key Points Estimation and Point Instance Segmentation Approach for Lane Detection

(2021) Yeongmin Ko et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Fully Decoupled Residual ConvNet for Real-Time Railway Scene Parsing of UAV Aerial Images

(2021) Lei Tong et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

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

Noncontact cable force estimation with unmanned aerial vehicle and computer vision

(2020) Yongding Tian et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Recognition of rust grade and rust ratio of steel structures based on ensembled convolutional neural network

(2020) Jie Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic railroad track components inspection using real‐time instance segmentation

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

An Improved Faster R-CNN for UAV-Based Catenary Support Device Inspection

(2020) Jiahao Liu et al.   INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING

Rail Track Detection and Projection-Based 3D Modeling from UAV Point Cloud

(2020) Shima Sahebdivani et al.   SENSORS

Homography‐based structural displacement measurement for large structures using unmanned aerial vehicles

(2020) Yufeng Weng 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

Multi-stage deep learning perception system for mobile robots

(2020) Edgar Macias-Garcia et al.   INTEGRATED COMPUTER-AIDED ENGINEERING

Adversarial Reconstruction Based on Tighter Oriented Localization for Catenary Insulator Defect Detection in High-Speed Railways

(2020) Junping Zhong et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

A dynamic ensemble learning algorithm for neural networks

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

Densely Pyramidal Residual Network for UAV-based Railway Images Dehazing

(2019) Yunpeng Wu et al.   NEUROCOMPUTING

Image‐based crack assessment of bridge piers using unmanned aerial vehicles and three‐dimensional scene reconstruction

(2019) Yu‐Fei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Vision‐based automated bridge component recognition with high‐level scene consistency

(2019) Yasutaka Narazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Real‐time crack assessment using deep neural networks with wall‐climbing unmanned aerial system

(2019) Shang Jiang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Line-CNN: End-to-End Traffic Line Detection With Line Proposal Unit

(2019) Xiang Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

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

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

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

A UAV-Based Visual Inspection Method for Rail Surface Defects

(2018) Yunpeng Wu et al.   Applied Sciences-Basel

Focal loss for dense object detection

(2018) Tsung-Yi Lin 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

Deep Multitask Learning for Railway Track Inspection

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

Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks

(2017) Shaoqing Ren et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Vision-Based Automated Crack Detection for Bridge Inspection

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

Rail Component Detection, Optimization, and Assessment for Automatic Rail Track Inspection

(2013) Ying Li et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS