Learning from multimodal and multitemporal earth observation data for building damage mapping

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

(2020) Shohei Naito et al.   EARTHQUAKE SPECTRA

A review on synthetic aperture radar-based building damage assessment in disasters

(2020) Pinglan Ge et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning-Based Identification of Collapsed, Non-Collapsed and Blue Tarp-Covered Buildings from Post-Disaster Aerial Images

(2020) Hiroyuki Miura et al.   Remote Sensing

Multi-Source Data Fusion Based on Ensemble Learning for Rapid Building Damage Mapping during the 2018 Sulawesi Earthquake and Tsunami in Palu, Indonesia

(2019) Bruno Adriano et al.   Remote Sensing

A Novel Convolutional Neural Network Architecture for SAR Target Recognition

(2019) Yinjie Xie et al.   Journal of Sensors

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

(2019) Yilei Shi et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Detection of Collapsed Buildings in Post-Earthquake Remote Sensing Images Based on the Improved YOLOv3

(2019) Haojie Ma et al.   Remote Sensing

Recent progress in semantic image segmentation

(2018) Xiaolong Liu et al.   ARTIFICIAL INTELLIGENCE REVIEW

A Framework of Rapid Regional Tsunami Damage Recognition From Post-event TerraSAR-X Imagery Using Deep Neural Networks

(2018) Yanbing Bai et al.   IEEE Geoscience and Remote Sensing Letters

Sequential SAR Coherence Method for the Monitoring of Buildings in Sarpole-Zahab, Iran

(2018) Sadra Karimzadeh et al.   Remote Sensing

Reconnaissance of the 2017 Puebla, Mexico earthquake

(2018) Yolanda Alberto et al.   SOILS AND FOUNDATIONS

Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks

(2018) Muhammad Shahzad et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Seismic damage recognition based on field survey and remote sensing: general remarks and examples from the 2016 Central Italy earthquake

(2017) A. Masi et al.   NATURAL HAZARDS

Building Damage Assessment Using High-Resolution Satellite SAR Images of the 2010 Haiti Earthquake

(2016) Hiroyuki Miura et al.   EARTHQUAKE SPECTRA

Field investigation on the performance of building structures during the April 25, 2015, Gorkha earthquake in Nepal

(2016) Keshab Sharma et al.   ENGINEERING STRUCTURES

Observation of earthquake ground motion due to aftershocks of the 2016 Kumamoto earthquake in damaged areas

(2016) Hiroaki Yamanaka et al.   EARTH PLANETS AND SPACE

A Method for Detecting Buildings Destroyed by the 2011 Tohoku Earthquake and Tsunami Using Multitemporal TerraSAR-X Data

(2015) Hideomi Gokon et al.   IEEE Geoscience and Remote Sensing Letters

High-Resolution InSAR Building Layovers Detection and Exploitation

(2015) Cristian Rossi et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Estimation of seismic building structural types using multi-sensor remote sensing and machine learning techniques

(2015) Christian Geiß et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Report on a reconnaissance survey of damage in Kathmandu caused by the 2015 Gorkha Nepal earthquake

(2015) Mitsu Okamura et al.   SOILS AND FOUNDATIONS

Destructive tsunami-like wave generated by surf beat over a coral reef during Typhoon Haiyan

(2015) Volker Roeber et al.   Nature Communications

The Pascal Visual Object Classes Challenge: A Retrospective

(2014) Mark Everingham et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Introducing mapping standards in the quality assessment of buildings extracted from very high resolution satellite imagery

(2014) S. Freire et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Rapid Damage Assessment by Means of Multi-Temporal SAR — A Comprehensive Review and Outlook to Sentinel-1

(2014) Simon Plank   Remote Sensing

Earthquake Damage Detection in Urban Areas Using Curvilinear Features

(2013) Peter T. B. Brett et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

A comprehensive review of earthquake-induced building damage detection with remote sensing techniques

(2013) Laigen Dong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Automatic Detection and Reconstruction of Building Radar Footprints From Single VHR SAR Images

(2012) Adamo Ferro et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Building-damage detection using pre- and post-seismic high-resolution satellite stereo imagery: A case study of the May 2008 Wenchuan earthquake

(2012) Xiaohua Tong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Disaster Monitoring by Fully Polarimetric SAR Data Acquired With ALOS-PALSAR

(2012) Yoshio Yamaguchi   PROCEEDINGS OF THE IEEE

Crowdsourcing for Rapid Damage Assessment: The Global Earth Observation Catastrophe Assessment Network (GEO-CAN)

(2011) Shubharoop Ghosh et al.   EARTHQUAKE SPECTRA

Validating Assessments of Seismic Damage Made from Remote Sensing

(2011) Edmund Booth et al.   EARTHQUAKE SPECTRA

Survey of 2011 Tohoku earthquake tsunami inundation and run-up

(2011) Nobuhito Mori et al.   GEOPHYSICAL RESEARCH LETTERS

Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery

(2010) Dominik Brunner et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

2007 August 15 magnitude 7.9 earthquake near the coast of Central Peru: analysis and field mission report

(2008) Fabio Taucer et al.   Bulletin of Earthquake Engineering

Mapping land-cover modifications over large areas: A comparison of machine learning algorithms

(2008) John Rogan et al.   REMOTE SENSING OF ENVIRONMENT