Automated site-specific assessment of steel structures through integrating machine learning and fracture mechanics

A portable three-component displacement measurement technique using an unmanned aerial vehicle (UAV) and computer vision: A proof of concept

(2021) Brandon J. Perry et al.   MEASUREMENT

The 1st International Project Competition for Structural Health Monitoring (IPC-SHM, 2020): A summary and benchmark problem

(2021) Yuequan Bao et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

UAV-based 3D modeling of formation processes for fairy chimney-like structures, Çanakkale, NW Turkey

(2021) Oya Erenoglu   Arabian Journal of Geosciences

A vision-based method for automatic tracking of construction machines at nighttime based on deep learning illumination enhancement

(2021) Bo Xiao et al.   AUTOMATION IN CONSTRUCTION

Pixel-Level Fatigue Crack Segmentation in Large-Scale Images of Steel Structures Using an Encoder–Decoder Network

(2021) Chuanzhi Dong et al.   SENSORS

High-speed videogrammetric measurement of the deformation of shaking table multi-layer structures

(2020) Xianglei Liu et al.   MEASUREMENT

Estimation of crowd flow and load on pedestrian bridges using machine learning with sensor fusion

(2020) S. Mustapha et al.   AUTOMATION IN CONSTRUCTION

Response-based time-invariant methods for damage localization on a concrete bridge

(2020) Pier F. Giordano et al.   Structural Concrete

Swaying displacement measurement for structural monitoring using computer vision and an unmanned aerial vehicle

(2020) Tung Khuc et al.   MEASUREMENT

Measuring Transverse Displacements Using Unmanned Aerial Systems Laser Doppler Vibrometer (UAS-LDV): Development and Field Validation

(2020) Piyush Garg et al.   SENSORS

Homography‐based structural displacement measurement for large structures using unmanned aerial vehicles

(2020) Yufeng Weng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Forecasting sidewall displacement of underground caverns using machine learning techniques

(2020) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

DeepCrack: A deep hierarchical feature learning architecture for crack segmentation

(2019) Yahui Liu et al.   NEUROCOMPUTING

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

Mixed-Mode Fatigue and Fracture Assessment of a Steel Twin Box-Girder Bridge

(2019) Mazin Irfaee et al.   Journal of Bridge Engineering

Vision-Based Modal Survey of Civil Infrastructure Using Unmanned Aerial Vehicles

(2019) Vedhus Hoskere et al.   JOURNAL OF STRUCTURAL ENGINEERING

Noncontact Dynamic Displacement Measurement of Structures Using a Moving Laser Doppler Vibrometer

(2019) Piyush Garg et al.   Journal of Bridge Engineering

Extracting structural dynamic properties utilizing close photogrammetry method

(2019) Amin Havaran et al.   MEASUREMENT

SDDNet: Real-Time Crack Segmentation

(2019) Wooram Choi et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

Measurement of strain on concrete using an ordinary digital camera

(2018) Reza Aghlara et al.   MEASUREMENT

Pixel-wise regression using U-Net and its application on pansharpening

(2018) Wei Yao et al.   NEUROCOMPUTING

Automated robotic monitoring and inspection of steel structures and bridges

(2018) Hung Manh La et al.   ROBOTICA

Damage localization under ambient excitations and non-stationary vibration signals by a new hybrid algorithm for feature extraction and multivariate distance correlation methods

(2018) Alireza Entezami et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

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

Automatic Pixel-Level Crack Detection and Measurement Using Fully Convolutional Network

(2018) Xincong Yang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Underwater Large-Scale Experimental Fatigue Assessment of CFRP-Retrofitted Steel Panels

(2018) Hussam N. Mahmoud et al.   JOURNAL OF STRUCTURAL ENGINEERING

IWSHM 2017—vibration-based damage localization and estimation via the stochastic functional model–based method: An overview

(2018) John S Sakellariou et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Fundus Image Classification Using VGG-19 Architecture with PCA and SVD

(2018) Muhammad Mateen et al.   Symmetry-Basel

Autonomous concrete crack detection using deep fully convolutional neural network

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

LiDAR, UAV or compass-clinometer? Accuracy, coverage and the effects on structural models

(2017) Adam J. Cawood et al.   JOURNAL OF STRUCTURAL GEOLOGY

Identification of structural dynamic characteristics based on machine vision technology

(2017) C.Z. Dong et al.   MEASUREMENT

Distortion-Induced Fatigue Crack Growth

(2016) Hussam N. Mahmoud et al.   Journal of Bridge Engineering

Vision-based structural displacement measurement: System performance evaluation and influence factor analysis

(2016) X.W. Ye et al.   MEASUREMENT

Detection crack in image using Otsu method and multiple filtering in image processing techniques

(2016) Ahmed Mahgoub Ahmed Talab et al.   OPTIK

Fatigue reliability of a single stiffened ship hull panel

(2014) Hussam Mahmoud et al.   ENGINEERING STRUCTURES

Dynamic testing of a laboratory model via vision-based sensing

(2014) Li-Jun Wu et al.   ENGINEERING STRUCTURES

Kriging metamodeling for approximation of high-dimensional wave and surge responses in real-time storm/hurricane risk assessment

(2013) Gaofeng Jia et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Use of digital image correlation technique in full-scale testing of prestressed concrete structures

(2013) Bora Gencturk et al.   MEASUREMENT

A new methodology for non-contact accurate crack width measurement through photogrammetry for automated structural safety evaluation

(2013) Mohammad R Jahanshahi et al.   Smart Materials and Structures