Identifying Collapsed Buildings Using Post-Earthquake Satellite Imagery and Convolutional Neural Networks: A Case Study of the 2010 Haiti Earthquake

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

Disaster damage detection through synergistic use of deep learning and 3D point cloud features derived from very high resolution oblique aerial images, and multiple-kernel-learning

(2018) Anand Vetrivel et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Proposed hybrid-classifier ensemble algorithm to map snow cover area

(2018) Rahul Nijhawan et al.   Journal of Applied Remote Sensing

Urban land-use mapping using a deep convolutional neural network with high spatial resolution multispectral remote sensing imagery

(2018) Bo Huang et al.   REMOTE SENSING OF ENVIRONMENT

Classification of Very High Resolution Aerial Photos Using Spectral-Spatial Convolutional Neural Networks

(2018) Maher Ibrahim Sameen et al.   Journal of Sensors

A systematic study of the class imbalance problem in convolutional neural networks

(2018) Mateusz Buda et al.   NEURAL NETWORKS

Transfer Learning for Soil Spectroscopy Based on Convolutional Neural Networks and Its Application in Soil Clay Content Mapping Using Hyperspectral Imagery

(2018) Lanfa Liu et al.   SENSORS

Convolutional Neural Network approaches to granite tiles classification

(2017) Anselmo Ferreira et al.   EXPERT SYSTEMS WITH APPLICATIONS

Transfer Learning With Fully Pretrained Deep Convolution Networks for Land-Use Classification

(2017) Bei Zhao et al.   IEEE Geoscience and Remote Sensing Letters

Class imbalance in unsupervised change detection – A diagnostic analysis from urban remote sensing

(2017) Tobias Leichtle et al.   International Journal of Applied Earth Observation and Geoinformation

Building damage assessment using airborne lidar

(2017) Colin Axel et al.   Journal of Applied Remote Sensing

One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal Hyperspectral Imagery in the San Francisco Bay Area, California

(2017) Daniel Guidici et al.   Remote Sensing

Transfer Learning with Deep Convolutional Neural Network for SAR Target Classification with Limited Labeled Data

(2017) Zhongling Huang et al.   Remote Sensing

Large Earthquake Magnitude Prediction in Chile with Imbalanced Classifiers and Ensemble Learning

(2017) Manuel Fernández-Gómez et al.   Applied Sciences-Basel

Building Damage Extraction from Post-earthquake Airborne LiDAR Data

(2016) DOU Aixia et al.   ACTA GEOLOGICA SINICA-ENGLISH EDITION

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

(2016) Hiroyuki Miura et al.   EARTHQUAKE SPECTRA

Signature Analysis of Building Damage With TerraSAR-X New Staring SpotLight Mode Data

(2016) Fan Wu et al.   IEEE Geoscience and Remote Sensing Letters

Object-based classification of earthquake damage from high-resolution optical imagery using machine learning

(2016) James Bialas et al.   Journal of Applied Remote Sensing

A 3D Shape Descriptor Based on Contour Clusters for Damaged Roof Detection Using Airborne LiDAR Point Clouds

(2016) Meizhang He et al.   Remote Sensing

Detection of Urban Damage Using Remote Sensing and Machine Learning Algorithms: Revisiting the 2010 Haiti Earthquake

(2016) Austin Cooner et al.   Remote Sensing

Earthquake-Induced Building Damage Detection with Post-Event Sub-Meter VHR TerraSAR-X Staring Spotlight Imagery

(2016) Lixia Gong et al.   Remote Sensing

Fast building damage mapping using a single post-earthquake PolSAR image: a case study of the 2010 Yushu earthquake

(2016) Wei Zhai et al.   EARTH PLANETS AND SPACE

Building Collapse Assessment by the Use of Postearthquake Chinese VHR Airborne SAR

(2015) Lei Shi et al.   IEEE Geoscience and Remote Sensing Letters

Extraction of earthquake-induced collapsed buildings using very high-resolution imagery and airborne lidar data

(2015) Xue Wang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A new classification model for a class imbalanced data set using genetic programming and support vector machines: case study for wilt disease classification

(2015) Muhammad Syafiq Mohd Pozi et al.   Remote Sensing Letters

Damage Detection Using High-Resolution SAR Imagery in the 2009 L'Aquila, Italy, Earthquake

(2013) Pralhad Uprety et al.   EARTHQUAKE SPECTRA

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

Use of shadows for detection of earthquake-induced collapsed buildings in high-resolution satellite imagery

(2013) Xiaohua Tong et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

A Comprehensive Analysis of Building Damage in the 12 January 2010 Mw7 Haiti Earthquake Using High-Resolution Satelliteand Aerial Imagery

(2013) Christina Corbane et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Damage Assessment of 2010 Haiti Earthquake with Post-Earthquake Satellite Image by Support Vector Selection and Adaptation

(2013) Gülsen Taskin Kaya et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Rapid Damage Assessment and Situation Mapping: Learning from the 2010 Haiti Earthquake

(2013) Stefan Voigt et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Automatic Structural Seismic Damage Assessment with Airborne Oblique Pictometry© Imagery

(2013) Markus Gerke et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Building Extraction and Rubble Mapping for City Port-au-Prince Post-2010 Earthquake with GeoEye-1 Imagery and Lidar Data

(2013) Serkan Ural et al.   PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING

Balancing misclassification errors of land cover classification maps using support vector machines and Landsat imagery in the Maipo river basin (Central Chile, 1975–2010)

(2013) Olga Lucia Puertas et al.   REMOTE SENSING OF ENVIRONMENT

Polarimetric SAR remote sensing of the 2011 Tohoku earthquake using ALOS/PALSAR

(2013) Sang-Eun Park et al.   REMOTE SENSING OF ENVIRONMENT

A New Approach to Collapsed Building Extraction Using RADARSAT-2 Polarimetric SAR Imagery

(2012) Xinwu Li et al.   IEEE Geoscience and Remote Sensing Letters

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

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

(2011) Shubharoop Ghosh et al.   EARTHQUAKE SPECTRA

Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment

(2011) Robert Gilmore Pontius et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

A combined SMOTE and PSO based RBF classifier for two-class imbalanced problems

(2011) Ming Gao et al.   NEUROCOMPUTING

ON MULTI-CLASS COST-SENSITIVE LEARNING

(2010) Zhi-Hua Zhou et al.   COMPUTATIONAL INTELLIGENCE

Earthquake Damage Assessment of Buildings Using VHR Optical and SAR Imagery

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

Building-damage detection using post-seismic high-resolution SAR satellite data

(2010) Timo Balz et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Building‐based damage detection due to earthquake using the watershed segmentation of the post‐event aerial images

(2008) Mustafa Turker et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING