Crack Detection in Images of Masonry Using CNNs

Surface crack detection using deep learning with shallow CNN architecture for enhanced computation

(2021) Bubryur Kim et al.   NEURAL COMPUTING & APPLICATIONS

Contribution of PCA and ANN in the Structural Diagnosis of a Masonry Lighthouse under Temperature and Wind Actions

(2021) L. Pena et al.   International Journal of Architectural Heritage

Performance Evaluation of Deep CNN-Based Crack Detection and Localization Techniques for Concrete Structures

(2021) Luqman Ali et al.   SENSORS

Deep Learning-Based Concrete Surface Damage Monitoring Method Using Structured Lights and Depth Camera

(2021) Hyuntae Bang et al.   SENSORS

Automated Defect Detection From Ultrasonic Images Using Deep Learning

(2021) Duje Medak et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Anomaly detection of defects on concrete structures with the convolutional autoencoder

(2020) J.K. Chow et al.   ADVANCED ENGINEERING INFORMATICS

Deep Learning for Ultrasonic Crack Characterization in NDE

(2020) Richard J. Pyle et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

The Foundation Walls of the Baptistery Di San Giovanni: A Combination of Laser Scanning and Finite-Distinct Element Modeling to Ascertain Damage Origins

(2019) Rebecca K. Napolitano et al.   International Journal of Architectural Heritage

Automatic damage detection of historic masonry buildings based on mobile deep learning

(2019) Niannian Wang et al.   AUTOMATION IN CONSTRUCTION

A vision-based method for crack detection in gusset plate welded joints of steel bridges using deep convolutional neural networks

(2019) Cao Vu Dung et al.   AUTOMATION IN CONSTRUCTION

Documentation, structural health monitoring and numerical modelling for damage assessment of the Morris Island Lighthouse

(2019) Anna Blyth et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Seismic capacity of masonry infilled RC frame strengthening with expanded metal ferrocement

(2018) Anuchat Leeanansaksiri et al.   ENGINEERING STRUCTURES

Visual data classification in post-event building reconnaissance

(2018) Chul Min Yeum et al.   ENGINEERING STRUCTURES

Minimizing the adverse effects of bias and low repeatability precision in photogrammetry software through statistical analysis

(2018) Rebecca K. Napolitano et al.   JOURNAL OF CULTURAL HERITAGE

Surface fatigue crack identification in steel box girder of bridges by a deep fusion convolutional neural network based on consumer-grade camera images

(2018) Yang Xu et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Damage Classification for Masonry Historic Structures Using Convolutional Neural Networks Based on Still Images

(2018) Niannian Wang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Methodology for diagnosing crack patterns in masonry structures using photogrammetry and distinct element modeling

(2018) Rebecca Napolitano et al.   ENGINEERING STRUCTURES

Vision-Based Automated Crack Detection for Bridge Inspection

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

Influence of freeze–thaw cycles on mechanical properties of historical brick masonry

(2015) Mojmir Uranjek et al.   CONSTRUCTION AND BUILDING MATERIALS

Road Crack Detection Using Visual Features Extracted by Gabor Filters

(2013) Eduardo Zalama et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Numerical analysis of a masonry façade subject to tunnelling-induced settlements

(2013) Giorgia Giardina et al.   ENGINEERING STRUCTURES

Image-Based Automated 3D Crack Detection for Post-disaster Building Assessment

(2013) Matthew M. Torok et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automated Pothole Distress Assessment Using Asphalt Pavement Video Data

(2012) Christian Koch et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Automatic Road Defect Detection by Textural Pattern Recognition Based on AdaBoost

(2011) Aurélien Cord et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Concrete Crack Detection by Multiple Sequential Image Filtering

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