Assessment of the Degree of Building Damage Caused by Disaster Using Convolutional Neural Networks in Combination with Ordinal Regression

Earthquake damage mapping: An overall assessment of ground surveys and VHR image change detection after L'Aquila 2009 earthquake

(2018) Roberta Anniballe et al.   REMOTE SENSING OF ENVIRONMENT

Automatic Ship Classification from Optical Aerial Images with Convolutional Neural Networks

(2018) Antonio-Javier Gallego et al.   Remote Sensing

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

(2018) Min Ji et al.   Remote Sensing

Multi-Resolution Feature Fusion for Image Classification of Building Damages with Convolutional Neural Networks

(2018) Diogo Duarte et al.   Remote Sensing

Training Deep Convolutional Neural Networks for Land–Cover Classification of High-Resolution Imagery

(2017) Grant J. Scott et al.   IEEE Geoscience and Remote Sensing Letters

Multilevel Cloud Detection in Remote Sensing Images Based on Deep Learning

(2017) Fengying Xie et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Object-Based Land-Cover Supervised Classification for Very-High-Resolution UAV Images Using Stacked Denoising Autoencoders

(2017) Xiaodong Zhang et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

(2017) Emmanuel Maggiori et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Comparison of Random Forest, k-Nearest Neighbor, and Support Vector Machine Classifiers for Land Cover Classification Using Sentinel-2 Imagery

(2017) Phan Thanh Noi et al.   SENSORS

Quantifying Disaster Physical Damage Using Remote Sensing Data—A Technical Work Flow and Case Study of the 2014 Ludian Earthquake in China

(2017) Yida Fan et al.   International Journal of Disaster Risk Science

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

(2016) Austin Cooner et al.   Remote Sensing

Deep Learning Based Feature Selection for Remote Sensing Scene Classification

(2015) Qin Zou et al.   IEEE Geoscience and Remote Sensing Letters

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

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

(2014) Simon Plank   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

Combined Edge Segment Texture Analysis for the Detection of Damaged Buildings in Crisis Areas

(2012) S. Klonus et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Validating Assessments of Seismic Damage Made from Remote Sensing

(2011) Edmund Booth et al.   EARTHQUAKE SPECTRA

Structural damage detection using bi-temporal optical satellite images

(2011) Zhiqiang Chen et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Context-based mapping of damaged buildings from high-resolution optical satellite images

(2010) T. T. Vu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Urban building damage detection from very high resolution imagery using OCSVM and spatial features

(2010) Peijun Li et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Spatial distribution and inducement of collapsed buildings in Yushu earthquake based on remote sensing analysis

(2010) HuaDong Guo et al.   Science China-Earth Sciences

Image-Based Human Age Estimation by Manifold Learning and Locally Adjusted Robust Regression

(2008) Guodong Guo et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Ordinal regression revisited: Multiple criteria ranking using a set of additive value functions

(2007) Salvatore Greco et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH