Recording of bridge damage areas by 3D integration of multiple images and reduction of the variability in detected results

A combination of deep learning and genetic algorithm for predicting the compressive strength of high‐performance concrete

(2022) Iman Ranjbar et al.   Structural Concrete

BIM-Based Maintenance Data Processing Mechanism through COBie Standard Development for Port Facility

(2022) Sangyun Shin et al.   Applied Sciences-Basel

Improvement of Damage Segmentation Based on Pixel-Level Data Balance Using VGG-Unet

(2021) Jiyuan Shi et al.   Applied Sciences-Basel

Pixel‐level multicategory detection of visible seismic damage of reinforced concrete components

(2021) Zenghui Miao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Autonomous detection of damage to multiple steel surfaces from 360° panoramas using deep neural networks

(2021) Cai Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Innovative technologies for infrastructure construction and maintenance through collaborative robots based on an open design approach

(2021) Keiji Nagatani et al.   ADVANCED ROBOTICS

Crack detection using fusion features‐based broad learning system and image processing

(2021) Yang Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage

(2021) Pang‐Jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Development of a Concrete Floating and Delamination Detection System Using Infrared Thermography

(2021) Pang-jo Chun et al.   IEEE-ASME TRANSACTIONS ON MECHATRONICS

Applicability of machine learning to a crack model in concrete bridges

(2020) Yuriko Okazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automatic detection method of cracks from concrete surface imagery using two‐step light gradient boosting machine

(2020) Pang‐jo Chun et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated crack evaluation of a high-rise bridge pier using a ring-type climbing robot

(2020) Keunyoung Jang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Development of a Machine Learning-Based Damage Identification Method Using Multi-Point Simultaneous Acceleration Measurement Results

(2020) Pang-jo Chun et al.   SENSORS

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Recognition of rust grade and rust ratio of steel structures based on ensembled convolutional neural network

(2020) Jie Xu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Automated pavement crack detection and segmentation based on two‐step convolutional neural network

(2020) Jingwei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Crack Detection from a Concrete Surface Image Based on Semantic Segmentation Using Deep Learning

(2020) Tatsuro Yamane et al.   Journal of Advanced Concrete Technology

Failure risk analysis of pipelines using data-driven machine learning algorithms

(2020) Ram K. Mazumder et al.   STRUCTURAL SAFETY

Encoder-decoder network for pixel-level road crack detection in black-box images

(2019) Seongdeok Bang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Semi-active vibration control of smart isolated highway bridge structures using replicator dynamics

(2019) Mariantonieta Gutierrez Soto et al.   ENGINEERING STRUCTURES

Development of a bridge maintenance system for prestressed concrete bridges using 3D digital twin model

(2019) Chang-Su Shim et al.   Structure and Infrastructure Engineering

Concrete crack detection with handwriting script interferences using faster region‐based convolutional neural network

(2019) Jianghua Deng et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image‐based crack assessment of bridge piers using unmanned aerial vehicles and three‐dimensional scene reconstruction

(2019) Yu‐Fei Liu et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Evaluation of Tensile Performance of Steel Members by Analysis of Corroded Steel Surface Using Deep Learning

(2019) Pang-jo Chun et al.   Metals

SeeBridge as next generation bridge inspection: Overview, Information Delivery Manual and Model View Definition

(2018) Rafael Sacks et al.   AUTOMATION IN CONSTRUCTION

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

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

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

Framework for automated UAS-based structural condition assessment of bridges

(2018) Guido Morgenthal et al.   AUTOMATION IN CONSTRUCTION

Deep neural network with high-order neuron for the prediction of foamed concrete strength

(2018) Tuan Nguyen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

(2018) Carlos A. Perez-Ramirez et al.   ENGINEERING STRUCTURES

INFRARED THERMOGRAPHY FOR DETECTING DEFECTS IN CONCRETE STRUCTURES

(2018) Gene F. Sirca Jr. et al.   Journal of Civil Engineering and Management

A novel methodology for modal parameters identification of large smart structures using MUSIC, empirical wavelet transform, and Hilbert transform

(2017) Juan P. Amezquita-Sanchez et al.   ENGINEERING STRUCTURES

A novel machine learning-based algorithm to detect damage in high-rise building structures

(2017) Mohammad Hossein Rafiei et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Unmanned aerial vehicle inspection of the Placer River Trail Bridge through image-based 3D modelling

(2017) Ali Khaloo et al.   Structure and Infrastructure Engineering

New methodology for modal parameters identification of smart civil structures using ambient vibrations and synchrosqueezed wavelet transform

(2016) Carlos A. Perez-Ramirez et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Automated Crack Detection on Concrete Bridges

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

New method for modal identification of super high-rise building structures using discretized synchrosqueezed wavelet and Hilbert transforms

(2016) Zhijun Li et al.   STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

Vision-Based Automated Crack Detection for Bridge Inspection

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