Automatic concrete defect detection and reconstruction by aligning aerial images onto semantic‐rich building information model

Applicability of the environmental Kuznets curve to construction waste management: A panel analysis of 27 European economies

(2022) Zhikang Bao et al.   RESOURCES CONSERVATION AND RECYCLING

RegARD: Symmetry-Based Coarse Registration of Smartphone’s Colorful Point Clouds with CAD Drawings for Low-Cost Digital Twin Buildings

(2021) Yijie Wu et al.   Remote Sensing

A semantic modeling approach for the automated detection and interpretation of structural damage

(2021) Al-Hakam Hamdan et al.   AUTOMATION IN CONSTRUCTION

Indoor camera pose estimation via style‐transfer 3D models

(2021) Junjie Chen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

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

Single-shot multibox detector- and building information modeling-based quality inspection model for construction projects

(2021) Guofeng Ma et al.   Journal of Building Engineering

To walk or not to walk? Examining non-linear effects of streetscape greenery on walking propensity of older adults

(2021) Linchuan Yang et al.   Journal of Transport Geography

Extracting water channels from aerial videos based on image-to-BIM registration and spatio-temporal continuity

(2021) Junjie Chen et al.   AUTOMATION IN CONSTRUCTION

Align to locate: Registering photogrammetric point clouds to BIM for robust indoor localization

(2021) Junjie Chen et al.   BUILDING AND ENVIRONMENT

Bridge damage: Detection, IFC-based semantic enrichment and visualization

(2020) Dušan Isailović et al.   AUTOMATION IN CONSTRUCTION

Uncertainty‐assisted deep vision structural health monitoring

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

Machine Learning for Crack Detection: Review and Model Performance Comparison

(2020) Yung-An Hsieh et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Scale–Space Data Augmentation for Deep Transfer Learning of Crack Damage from Small Sized Datasets

(2020) Shimin Tang et al.   JOURNAL OF NONDESTRUCTIVE EVALUATION

Bottom-up image detection of water channel slope damages based on superpixel segmentation and support vector machine

(2020) Junjie Chen et al.   ADVANCED ENGINEERING INFORMATICS

Methods for the Automated Assignment and Comparison of Building Damage Geometries

(2020) Jakob Taraben et al.   ADVANCED ENGINEERING INFORMATICS

Bridge Inspection with Aerial Robots: Automating the Entire Pipeline of Visual Data Capture, 3D Mapping, Defect Detection, Analysis, and Reporting

(2020) Jacob J. Lin et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Integrating Building Information Model and Augmented Reality for Drone-Based Building Inspection

(2020) Donghai Liu et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

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

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

Dynamic BIM-augmented UAV safety inspection for water diversion project

(2019) Donghai Liu et al.   COMPUTERS IN INDUSTRY

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

Intelligent Identification for Rock-Mineral Microscopic Images Using Ensemble Machine Learning Algorithms

(2019) Ye Zhang et al.   SENSORS

Registering georeferenced photos to a building information model to extract structures of interest

(2019) Junjie Chen et al.   ADVANCED ENGINEERING INFORMATICS

Real‐time crack assessment using deep neural networks with wall‐climbing unmanned aerial system

(2019) Shang Jiang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

A novel end‐to‐end deep learning scheme for classifying multi‐class motor imagery electroencephalography signals

(2019) Ahmad Hassanpour et al.   EXPERT SYSTEMS

4-Plane congruent sets for automatic registration of as-is 3D point clouds with 3D BIM models

(2018) Martín Bueno et al.   AUTOMATION IN CONSTRUCTION

Autonomous UAVs for Structural Health Monitoring Using Deep Learning and an Ultrasonic Beacon System with Geo-Tagging

(2018) Dongho Kang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Transfer Learning for Image-Based Structural Damage Recognition

(2018) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Road Damage Detection and Classification Using Deep Neural Networks with Smartphone Images

(2018) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Unified Vision-Based Methodology for Simultaneous Concrete Defect Detection and Geolocalization

(2018) Ruoxing Li et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

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

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Integrating RC Bridge Defect Information into BIM Models

(2018) Philipp Hüthwohl et al.   JOURNAL OF COMPUTING IN CIVIL 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

INFRARED THERMOGRAPHY FOR DETECTING DEFECTS IN CONCRETE STRUCTURES

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

Deep learning-based automatic volumetric damage quantification using depth camera

(2018) Gustavo H. Beckman et al.   AUTOMATION IN CONSTRUCTION

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

Review of Robotic Infrastructure Inspection Systems

(2017) David Lattanzi et al.   Journal of Infrastructure Systems

Vision-Based Automated Crack Detection for Bridge Inspection

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

Deep learning

(2015) Yann LeCun et al.   NATURE

ConstructAide

(2014) Kevin Karsch et al.   ACM TRANSACTIONS ON GRAPHICS

A Robotic Crack Inspection and Mapping System for Bridge Deck Maintenance

(2014) Ronny Salim Lim et al.   IEEE Transactions on Automation Science and Engineering

Automated assessment of cracks on concrete surfaces using adaptive digital image processing

(2014) Yufei Liu et al.   Smart Structures and Systems

Fully automated registration of 3D data to a 3D CAD model for project progress monitoring

(2013) Changmin Kim et al.   AUTOMATION IN CONSTRUCTION

Machine Vision-Enhanced Postearthquake Inspection

(2013) Stephanie German et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

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

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

Multi-image stitching and scene reconstruction for evaluating defect evolution in structures

(2011) Mohammad R Jahanshahi et al.   STRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL

Towards 3D Point cloud based object maps for household environments

(2008) Radu Bogdan Rusu et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Automated diagnosis of sewer pipe defects based on machine learning approaches

(2007) Ming-Der Yang et al.   EXPERT SYSTEMS WITH APPLICATIONS