Automatic crack detection for tunnel inspection using deep learning and heuristic image post-processing

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

Deep Learning for Computer Vision: A Brief Review

(2018) Athanasios Voulodimos et al.   Computational Intelligence and Neuroscience

On the Impact of Labeled Sample Selection in Semisupervised Learning for Complex Visual Recognition Tasks

(2018) Eftychios Protopapadakis et al.   COMPLEXITY

Deformable Patterned Fabric Defect Detection With Fisher Criterion-Based Deep Learning

(2017) Yundong Li et al.   IEEE Transactions on Automation Science and Engineering

Stacked Autoencoders for Outlier Detection in Over-the-Horizon Radar Signals

(2017) Eftychios Protopapadakis et al.   Computational Intelligence and Neuroscience

Automated Crack Detection on Concrete Bridges

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

Automatic Crack Detection on Two-Dimensional Pavement Images: An Algorithm Based on Minimal Path Selection

(2016) Rabih Amhaz et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Automatic Road Crack Detection Using Random Structured Forests

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

A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

(2015) Christian Koch et al.   ADVANCED ENGINEERING INFORMATICS

Achievements and Challenges in Machine Vision-Based Inspection of Large Concrete Structures

(2014) C. Koch et al.   ADVANCES IN STRUCTURAL ENGINEERING

Automatic Crack Detection and Classification Method for Subway Tunnel Safety Monitoring

(2014) Wenyu Zhang et al.   SENSORS

Automated defect detection in sewer closed circuit television images using histograms of oriented gradients and support vector machine

(2013) Mahmoud R. Halfawy et al.   AUTOMATION IN CONSTRUCTION

Efficient Algorithm for Crack Detection in Sewer Images from Closed-Circuit Television Inspections

(2013) Mahmoud R. Halfawy et al.   Journal of Infrastructure Systems

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

A top-down event-driven approach for concurrent activity recognition

(2012) Athanasios S. Voulodimos et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Online classification of visual tasks for industrial workflow monitoring

(2011) Athanasios Voulodimos et al.   NEURAL NETWORKS