Structural Damage Detection using Deep Convolutional Neural Network and Transfer Learning

Automatic recognition of asphalt pavement cracks using metaheuristic optimized edge detection algorithms and convolution neural network

(2018) Hoang Nhat-Duc et al.   AUTOMATION IN CONSTRUCTION

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 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

Structural damage identification based on autoencoder neural networks and deep learning

(2018) Chathurdara Sri Nadith Pathirage et al.   ENGINEERING STRUCTURES

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning

(2018) Hyunjun Kim et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

Automatic Detection of Wind Turbine Blade Surface Cracks Based on UAV-Taken Images

(2017) Long Wang et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Visible defects detection based on UAV-based inspection in large-scale photovoltaic systems

(2017) Xiaoxia Li et al.   IET Renewable Power Generation

Data-driven support vector machine with optimization techniques for structural health monitoring and damage detection

(2017) Guoqing Gui et al.   KSCE Journal of Civil Engineering

Concrete Crack Identification Using a UAV Incorporating Hybrid Image Processing

(2017) Hyunjun Kim et al.   SENSORS

Weak bond detection in composites using highly nonlinear solitary waves

(2017) Taru Singhal et al.   Smart Materials and Structures

Automated Crack Detection on Concrete Bridges

(2016) Prateek Prasanna et al.   IEEE Transactions on Automation Science and Engineering

Automatic Road Crack Detection Using Random Structured Forests

(2016) Yong Shi et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Nondestructive testing of concrete using highly nonlinear solitary waves

(2016) Amir Nasrollahi et al.   Nondestructive Testing and Evaluation

On the selection of advanced signal processing techniques for guided wave damage identification using a statistical approach

(2014) Ching-Tai Ng   ENGINEERING STRUCTURES

Concrete Crack Detection by Multiple Sequential Image Filtering

(2011) Takafumi Nishikawa et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING