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

L Dong, J Shan - ISPRS Journal of Photogrammetry and Remote …, 2013 - Elsevier
Earthquakes are among the most catastrophic natural disasters to affect mankind. One of the
critical problems after an earthquake is building damage assessment. The area, amount …

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

P Ge, H Gokon, K Meguro - Remote Sensing of Environment, 2020 - Elsevier
A prompt and overall understanding of building damages following a disaster is critical, as
they are closely related to casualties. As an important active remote sensing technology …

Building damage detection using U-Net with attention mechanism from pre-and post-disaster remote sensing datasets

C Wu, F Zhang, J Xia, Y Xu, G Li, J Xie, Z Du, R Liu - Remote Sensing, 2021 - mdpi.com
The building damage status is vital to plan rescue and reconstruction after a disaster and is
also hard to detect and judge its level. Most existing studies focus on binary classification …

[HTML][HTML] Large-scale building height retrieval from single SAR imagery based on bounding box regression networks

Y Sun, L Mou, Y Wang, S Montazeri, XX Zhu - ISPRS Journal of …, 2022 - Elsevier
Building height retrieval from synthetic aperture radar (SAR) imagery is of great importance
for urban applications, yet highly challenging due to the complexity of SAR data. This paper …

Damage detection on a historic iron bridge using satellite DInSAR data

PF Giordano, ZI Turksezer, M Previtali… - Structural Health …, 2022 - journals.sagepub.com
Structural Health Monitoring (SHM) allows tracking the structural behavior in time and
support decisions regarding, for instance, the need for maintenance and repair activities …

CG-Net: Conditional GIS-aware network for individual building segmentation in VHR SAR images

Y Sun, Y Hua, L Mou, XX Zhu - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Object retrieval and reconstruction from very-high-resolution (VHR) synthetic aperture radar
(SAR) images are of great importance for urban SAR applications, yet highly challenging …

Urban damage level mapping based on scattering mechanism investigation using fully polarimetric SAR data for the 3.11 East Japan earthquake

SW Chen, XS Wang, M Sato - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
A quick response to a large-scale natural disaster such as earthquake and tsunami is vital to
mitigate further loss. Remote sensing, especially the spaceborne sensors, provides the …

Earthquake-induced building-damage mapping using Explainable AI (XAI)

SS Matin, B Pradhan - Sensors, 2021 - mdpi.com
Building-damage mapping using remote sensing images plays a critical role in providing
quick and accurate information for the first responders after major earthquakes. In recent …

Building damage detection using object-based image analysis and ANFIS from high-resolution image (case study: BAM earthquake, Iran)

M Janalipour… - IEEE Journal of Selected …, 2015 - ieeexplore.ieee.org
Building damage detection after earthquake would help to rapid relief and response of
disaster. In this study, an efficient method was proposed for building damage detection in …

Earthquake-induced building damage detection with post-event sub-meter VHR TerraSAR-X staring spotlight imagery

L Gong, C Wang, F Wu, J Zhang, H Zhang, Q Li - Remote Sensing, 2016 - mdpi.com
Compared with optical sensors, Synthetic Aperture Radar (SAR) can provide important
damage information due to its ability to map areas affected by earthquakes independently …