xBD: A Dataset for Assessing Building Damage from Satellite Imagery

21 November 2019

Papers citing "xBD: A Dataset for Assessing Building Damage from Satellite Imagery"

33 / 33 papers shown

Title
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment Barak Pinkovich Boaz Matalon Ehud Rivlin Hector Rotstein 39 0 0 13 May 2025
mwBTFreddy: A Dataset for Flash Flood Damage Assessment in Urban Malawi Evelyn Chapuma Grey Mengezi Lewis Msasa Amelia Taylor 24 0 0 02 May 2025
The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generation Benidir Yanis Gonthier Nicolas Mallet Clement 49 1 0 19 Mar 2025
An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series Olivier Dietrich T. Peters Vivien Sainte Fare Garnot Valerie Sticher Thao T-T Whelan Konrad Schindler Jan Dirk Wegner 109 2 0 21 Feb 2025
Segment Any Change Zhuo Zheng Yanfei Zhong Liangpei Zhang Stefano Ermon VLM 26 12 0 02 Feb 2024
DiffusionSat: A Generative Foundation Model for Satellite Imagery Samar Khanna Patrick Liu Linqi Zhou Chenlin Meng Robin Rombach Marshall Burke David B. Lobell Stefano Ermon 29 58 0 06 Dec 2023
Rapid building damage assessment workflow: An implementation for the 2023 Rolling Fork, Mississippi tornado event Caleb Robinson Simone Fobi Nsutezo Anthony Ortiz Tina Sederholm Rahul Dodhia Cameron Birge Kasie Richards K. Pitcher Paulo Duarte J. L. Ferres 16 7 0 21 Jun 2023
Physics-Informed Computer Vision: A Review and Perspectives C. Banerjee Kien Nguyen Clinton Fookes G. Karniadakis PINN AI4CE 34 30 0 29 May 2023
An Aligned Multi-Temporal Multi-Resolution Satellite Image Dataset for Change Detection Research Rahul P. Deshmukh Constantine J. Roros Amith Kashyap A. Kak 24 2 0 23 Feb 2023
Inverse Quantum Fourier Transform Inspired Algorithm for Unsupervised Image Segmentation Taoreed A. Akinola Xiangfang Li Richard Wilkins Pamela Obiomon Lijun Qian 16 2 0 11 Jan 2023
xFBD: Focused Building Damage Dataset and Analysis Dennis Melamed Cameron Johnson Chen Zhao Russell Blue Philip Morrone A. Hoogs Brian Clipp AAML 11 2 0 23 Dec 2022
NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters A. Proma Md. Saiful Islam Stela Ciko Raiyan Abdul Baten E. Hoque 42 3 0 21 Dec 2022
GaLeNet: Multimodal Learning for Disaster Prediction, Management and Relief Rohit Saha Meng Fang Angeline Yasodhara Kyryl Truskovskyi Azin Asgarian D. Homola Raahil Shah Frederik Dieleman Jack Weatheritt Thomas Rogers 23 3 0 18 Jun 2022
Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution Yutong He William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 23 2 0 04 Apr 2022
Dual-Tasks Siamese Transformer Framework for Building Damage Assessment Hongruixuan Chen Edoardo Nemni S. Vallecorsa Xi Li Chen Wu Lars Bromley ViT 33 40 0 26 Jan 2022
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks Ali Ismail M. Awad 30 6 0 25 Jan 2022
Interpretability in Convolutional Neural Networks for Building Damage Classification in Satellite Imagery Thomas Y. Chen 13 6 0 24 Jan 2022
PreDisM: Pre-Disaster Modelling With CNN Ensembles for At-Risk Communities Vishal Anand Y. Miura AI4CE 14 1 0 26 Dec 2021
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery Hasan Nasrallah Mustafa Shukor A. Ghandour SSeg 26 4 0 12 Nov 2021
Damage Estimation and Localization from Sparse Aerial Imagery René Andrés García Franceschini Jeffrey Liu Saurabh Amin 18 5 0 05 Nov 2021
Disaster mapping from satellites: damage detection with crowdsourced point labels Danil Kuzin Olga Isupova Brooke D. Simmons S. Reece 29 8 0 05 Nov 2021
Characterizing Human Explanation Strategies to Inform the Design of Explainable AI for Building Damage Assessment Donghoon Shin Sachin Grover Kenneth Holstein Adam Perer 35 3 0 04 Nov 2021
NIDA-CLIFGAN: Natural Infrastructure Damage Assessment through Efficient Classification Combining Contrastive Learning, Information Fusion and Generative Adversarial Networks Jie Wei Zhigang Zhu Erik P. Blasch Bilal Abdulrahman Billy Davila Shuoxin Liu Jed Magracia Ling Fang 11 2 0 27 Oct 2021
Improving Building Segmentation for Off-Nadir Satellite Imagery Hanxiang Hao Sriram Baireddy Kevin J. LaTourette Latisha R. Konz Moses W. Chan M. Comer Edward J. Delp 36 3 0 08 Sep 2021
S2Looking: A Satellite Side-Looking Dataset for Building Change Detection Li Shen Yao Lu Hao Chen Hao Wei Donghai Xie Jiabao Yue Rui Chen Shouye Lv Bitao Jiang 23 140 0 20 Jul 2021
Spatial-Temporal Super-Resolution of Satellite Imagery via Conditional Pixel Synthesis Yutong He Dingjie Wang Nicholas Lai William Zhang Chenlin Meng Marshall Burke David B. Lobell Stefano Ermon 28 24 0 22 Jun 2021
BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images Yu Shen Sijie Zhu Taojiannan Yang Chong Chen D. Pan Jianyu Chen Liang Xiao Q. Du 22 68 0 16 May 2021
Towards Indirect Top-Down Road Transport Emissions Estimation R. Mukherjee Derek M. Rollend Gordon A. Christie Armin Hadzic Sally Matson Anshu Saksena Marisa Hughes 25 7 0 16 Mar 2021
The SpaceNet Multi-Temporal Urban Development Challenge A. V. Etten Daniel Hogan 27 16 0 23 Feb 2021
Post-Hurricane Damage Assessment Using Satellite Imagery and Geolocation Features Q. D. Cao Youngjun Choe 21 6 0 15 Dec 2020
Monitoring War Destruction from Space: A Machine Learning Approach Hannes Mueller Andre Groeger J. Hersh Andrea Matranga J. Serrat 31 34 0 12 Oct 2020
Learning from Multimodal and Multitemporal Earth Observation Data for Building Damage Mapping B. Adriano Naoto Yokoya J. Xia H. Miura Wen Liu M. Matsuoka Shunichi Koshimura 31 102 0 14 Sep 2020
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset Jacob Shermeyer Daniel Hogan Jason Brown A. V. Etten N. Weir ... Ronny Haensch A. Bastidas S. Soenen Todd M. Bacastow Ryan Lewis 20 105 0 14 Apr 2020