Automated crack classification for the CERN underground tunnel infrastructure using deep learning

Automatic Tunnel Crack Detection Based on U-Net and a Convolutional Neural Network with Alternately Updated Clique

(2020) Gang Li et al.   SENSORS

Multi-level feature fusion in densely connected deep-learning architecture and depth-first search for crack segmentation on images collected with smartphones

(2020) Qipei Mei et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

(2019) Eftychios Protopapadakis et al.   APPLIED INTELLIGENCE

Vision-Based Autonomous Crack Detection of Concrete Structures Using a Fully Convolutional Encoder–Decoder Network

(2019) M. M. Manjurul Islam et al.   SENSORS

Tunnel structural inspection and assessment using an autonomous robotic system

(2018) Elisabeth Menendez et al.   AUTOMATION IN CONSTRUCTION

A new image classification method using CNN transfer learning and web data augmentation

(2018) Dongmei Han et al.   EXPERT SYSTEMS WITH APPLICATIONS

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

Crack and Noncrack Classification from Concrete Surface Images Using Machine Learning

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

Tunnel inspection using photogrammetric techniques and image processing: A review

(2018) Leanne Attard et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Autonomous concrete crack detection using deep fully convolutional neural network

(2018) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Efficient pavement crack detection and classification

(2017) A. Cubero-Fernandez et al.   EURASIP Journal on Image and Video Processing

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Vision-Based Automated Crack Detection for Bridge Inspection

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

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION