Building damage detection from satellite images after natural disasters on extremely imbalanced datasets

Multi-objective optimization for improved project management: Current status and future directions

(2022) Kai Guo et al.   AUTOMATION IN CONSTRUCTION

Ventilation Diagnosis of Angle Grinder Using Thermal Imaging

(2021) Adam Glowacz   SENSORS

Decision-level fusion of satellite imagery and LiDAR data for post-earthquake damage map generation in Haiti

(2021) Faeze Eslamizade et al.   Arabian Journal of Geosciences

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

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

A knowledge-guide hierarchical learning method for long-tailed image classification

(2021) Qiong Chen et al.   NEUROCOMPUTING

Multi-objective optimization for limiting tunnel-induced damages considering uncertainties

(2021) Limao Zhang et al.   RELIABILITY ENGINEERING & SYSTEM SAFETY

Building-damage detection method based on machine learning utilizing aerial photographs of the Kumamoto earthquake

(2020) Shohei Naito et al.   EARTHQUAKE SPECTRA

Incremental learning imbalanced data streams with concept drift: The dynamic updated ensemble algorithm

(2020) Zeng Li et al.   KNOWLEDGE-BASED SYSTEMS

Building damage mapping based on Touzi decomposition using quad-polarimetric ALOS PALSAR data

(2020) Shan Liu et al.   Frontiers of Earth Science

Façade defects classification from imbalanced dataset using meta learning‐based convolutional neural network

(2020) Jingjing Guo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

The development of Gaussian process regression for effective regional post‐earthquake building damage inference

(2020) Mohamadreza Sheibani et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

An Impartial Semi-Supervised Learning Strategy for Imbalanced Classification on VHR Images

(2020) Fei Sun et al.   SENSORS

Fault diagnosis of electric impact drills using thermal imaging

(2020) Adam Glowacz   MEASUREMENT

Automated regional seismic damage assessment of buildings using an unmanned aerial vehicle and a convolutional neural network

(2019) Chen Xiong et al.   AUTOMATION IN CONSTRUCTION

Automated Analysis of Mobile LiDAR Data for Component-Level Damage Assessment of Building Structures during Large Coastal Storm Events

(2018) Zixiang Zhou et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Community-scale multi-level post-hurricane damage assessment of residential buildings using multi-temporal airborne LiDAR data

(2018) Zixiang Zhou et al.   AUTOMATION IN CONSTRUCTION

Fully Convolutional Networks for Semantic Segmentation

(2017) Evan Shelhamer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE