Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks

14 October 2019

Papers citing "Building Damage Detection in Satellite Imagery Using Convolutional Neural Networks"

36 / 36 papers shown

Title
Visual and Text Prompt Segmentation: A Novel Multi-Model Framework for Remote Sensing Xing Zi Kairui Jin Xian Tao Jun Li Ali Braytee Rajiv Ratn Shah Mukesh Prasad VLM 74 0 0 10 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
GTPC-SSCD: Gate-guided Two-level Perturbation Consistency-based Semi-Supervised Change Detection Yan Xing Qiáo Xu Zongyu Guo Rui Huang Yuxiang Zhang 88 0 0 28 Nov 2024
Cross Branch Feature Fusion Decoder for Consistency Regularization-based Semi-Supervised Change Detection Yan Xing Qiáo Xu Jingcheng Zeng Rui Huang Sihua Gao Weifeng Xu Yuxiang Zhang Wei Fan 53 3 0 23 Sep 2024
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning Yanbing Bai Xinyi Wu Lai Xu Jihan Pei Erick Mas Shunichi Koshimura 45 1 0 28 May 2024
Robust Disaster Assessment from Aerial Imagery Using Text-to-Image Synthetic Data Tarun Kalluri Jihyeon Janel Lee Kihyuk Sohn Sahil Singla Manmohan Chandraker Joseph Z. Xu Jeremiah Liu 81 1 0 22 May 2024
DeepDamageNet: A two-step deep-learning model for multi-disaster building damage segmentation and classification using satellite imagery Irene Alisjahbana Jiawei Li Ben Ben Strong Yue Zhang 19 4 0 08 May 2024
Flood Data Analysis on SpaceNet 8 Using Apache Sedona Yanbing Bai Zihao Yang Jinze Yu Rui-Yang Ju Bin Yang Erick Mas Shunichi Koshimura 21 1 0 28 Apr 2024
Mission Critical -- Satellite Data is a Distinct Modality in Machine Learning Esther Rolf Konstantin Klemmer Caleb Robinson Hannah Kerner 41 37 0 02 Feb 2024
Learning Efficient Unsupervised Satellite Image-based Building Damage Detection Yiyun Zhang Zijian Wang Yadan Luo Xin Yu Zi Huang 26 4 0 04 Dec 2023
End-to-end Remote Sensing Change Detection of Unregistered Bi-temporal Images for Natural Disasters Gui-yan Zhao Lianlei Shan Weiqiang Wang 34 4 0 27 Jul 2023
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection Zhenghui Zhao Lixiang Ru Chen Wu 38 7 0 20 Jul 2023
Continuous Cross-resolution Remote Sensing Image Change Detection Hao Chen Haotian Zhang Keyan Chen Chenyao Zhou Songhang Chen Zhengxia Zou Z. Shi 44 22 0 24 May 2023
SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection Chao Chen J. Hsieh Ping-Yang Chen Yi-Kuan Hsieh Bo Wang 43 42 0 02 Dec 2022
Multi-view deep learning for reliable post-disaster damage classification A. B. Khajwal Chih-Shen Cheng A. Noshadravan 28 3 0 06 Aug 2022
TINYCD: A (Not So) Deep Learning Model For Change Detection Andrea Codegoni G. Lombardi Alessandro Ferrari 38 73 0 26 Jul 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 28 3 0 18 Jun 2022
Semantic-aware Dense Representation Learning for Remote Sensing Image Change Detection Hao Chen Wenyuan Li Songhang Chen Zhenwei Shi 38 38 0 27 May 2022
Towards Cross-Disaster Building Damage Assessment with Graph Convolutional Networks Ali Ismail M. Awad 32 6 0 25 Jan 2022
BLDNet: A Semi-supervised Change Detection Building Damage Framework using Graph Convolutional Networks and Urban Domain Knowledge Ali Ismail M. Awad 31 10 0 25 Jan 2022
Interpretability in Convolutional Neural Networks for Building Damage Classification in Satellite Imagery Thomas Y. Chen 45 6 0 24 Jan 2022
Incidents1M: a large-scale dataset of images with natural disasters, damage, and incidents Ethan Weber Dim P. Papadopoulos Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 95 23 0 11 Jan 2022
Disaster mapping from satellites: damage detection with crowdsourced point labels Danil Kuzin Olga Isupova Brooke D. Simmons S. Reece 34 8 0 05 Nov 2021
Building Damage Mapping with Self-PositiveUnlabeled Learning J. Xia Naoto Yokoya B. Adriano 19 3 0 04 Nov 2021
Leveraging Domain Adaptation for Low-Resource Geospatial Machine Learning Jack Lynch S. Wookey 29 1 0 11 Jul 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 55 68 0 16 May 2021
Remote Sensing Image Change Detection with Transformers Hao Chen Zipeng Qi Zhenwei Shi ViT 50 950 0 27 Feb 2021
Assessing Post-Disaster Damage from Satellite Imagery using Semi-Supervised Learning Techniques Jihyeon Janel Lee Joseph Z. Xu Kihyuk Sohn W. Lu David Berthelot ... Pranav Khaitan Ke-Wei Ke Huang Kyriacos M. Koupparis Bernhard Kowatsch 25 23 0 24 Nov 2020
Assessing out-of-domain generalization for robust building damage detection V. Benson Alexander S. Ecker OODD 22 22 0 20 Nov 2020
Cross-directional Feature Fusion Network for Building Damage Assessment from Satellite Imagery Yu Shen Sijie Zhu Taojiannan Yang Chong Chen 38 12 0 27 Oct 2020
Multi-class segmentation under severe class imbalance: A case study in roof damage assessment J. Boin Nat Roth Jigar Doshi Pablo Llueca Nicolas Borensztein SSeg 20 7 0 14 Oct 2020
Using satellite imagery to understand and promote sustainable development Marshall Burke Anne Driscoll David B. Lobell Stefano Ermon 22 315 0 23 Sep 2020
Detecting natural disasters, damage, and incidents in the wild Ethan Weber Nuria Marzo Dim P. Papadopoulos A. Biswas Àgata Lapedriza Ferda Ofli Muhammad Imran Antonio Torralba 27 56 0 20 Aug 2020
RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery Rohit Gupta M. Shah 50 93 0 15 Apr 2020
An Attention-Based System for Damage Assessment Using Satellite Imagery Hanxiang Hao Sriram Baireddy Emily R. Bartusiak Latisha R. Konz Kevin J. LaTourette Michael Gribbons Moses W. Chan M. Comer Edward J. Delp 20 42 0 14 Apr 2020
Building Disaster Damage Assessment in Satellite Imagery with Multi-Temporal Fusion Ethan Weber Hassan Kané 9 91 0 12 Apr 2020