Deep learning for post‐hurricane aerial damage assessment of buildings

Deep learning‐based multi‐class damage detection for autonomous post‐disaster reconnaissance

(2020) Tarutal Ghosh Mondal et al.   Structural Control & Health Monitoring

Deep learning for site safety: Real-time detection of personal protective equipment

(2020) Nipun D. Nath et al.   AUTOMATION IN CONSTRUCTION

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 building image extraction from 360° panoramas for postdisaster evaluation

(2019) Ali Lenjani et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Structural Building Damage Detection with Deep Learning: Assessment of a State-of-the-Art CNN in Operational Conditions

(2019) Francesco Nex et al.   Remote Sensing

Convolutional neural networks for object detection in aerial imagery for disaster response and recovery

(2019) Yalong Pi et al.   ADVANCED ENGINEERING INFORMATICS

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

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

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Unified Approach to Pavement Crack and Sealed Crack Detection Using Preclassification Based on Transfer Learning

(2018) Kaige Zhang et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Linking Building Attributes and Tornado Vulnerability Using a Logistic Regression Model

(2018) Alyssa C. Egnew et al.   Natural Hazards Review

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

Novel Machine-Learning Model for Estimating Construction Costs Considering Economic Variables and Indexes

(2018) Mohammad Hossein Rafiei et al.   JOURNAL OF CONSTRUCTION ENGINEERING AND MANAGEMENT

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

Real-time vibration-based structural damage detection using one-dimensional convolutional neural networks

(2017) Osama Abdeljaber et al.   JOURNAL OF SOUND AND VIBRATION

NEEWS: A novel earthquake early warning model using neural dynamic classification and neural dynamic optimization

(2017) Mohammad Hossein Rafiei et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

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

Storm surge damage to residential areas: a quantitative analysis for Hurricane Sandy in comparison with FEMA flood map

(2015) Siyuan Xian et al.   NATURAL HAZARDS

Automated Poststorm Damage Classification of Low-Rise Building Roofing Systems Using High-Resolution Aerial Imagery

(2013) Jim Thomas et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

(2013) Victoria López et al.   INFORMATION SCIENCES

The Pascal Visual Object Classes (VOC) Challenge

(2009) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Spatial dependencies in wind-related housing damage

(2008) Dakshina G. De Silva et al.   NATURAL HAZARDS