Automatic defect detection and segmentation of tunnel surface using modified Mask R-CNN

Surface damage detection for steel wire ropes using deep learning and computer vision techniques

(2020) Xinyuan Huang et al.   MEASUREMENT

Segmentation-based deep-learning approach for surface-defect detection

(2019) Domen Tabernik et al.   JOURNAL OF INTELLIGENT MANUFACTURING

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

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

Object Detection and Tracking Under Occlusion for Object-Level RGB-D Video Segmentation

(2018) Qian Xie et al.   IEEE TRANSACTIONS ON MULTIMEDIA

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Spatial Pyramid Pooling in Deep Convolutional Networks for Visual Recognition

(2015) Kaiming He et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep learning

(2015) Yann LeCun et al.   NATURE

Bayesian-network-based safety risk analysis in construction projects

(2014) Limao Zhang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Automatic Crack Detection and Classification Method for Subway Tunnel Safety Monitoring

(2014) Wenyu Zhang et al.   SENSORS

Rapid entropy-based detection and properties measurement of concrete spalling with machine vision for post-earthquake safety assessments

(2012) Stephanie German et al.   ADVANCED ENGINEERING INFORMATICS