Computer Vision and Pattern Recognition · Computer Science
A Novel Dataset for Flood Detection Robust to Seasonal Changes in Satellite Imagery
Youngsun Jang, Dongyoun Kim, Chulwoo Pack, Kwanghee Won
2025-08-01
Computer Vision and Pattern Recognition · Computer Science
Mapping Global Floods with 10 Years of Satellite Radar Data
Amit Misra, Kevin White, Simone Fobi Nsutezo, William Straka +1
2025-04-30
Computer Vision and Pattern Recognition · Computer Science
Portraying the Need for Temporal Data in Flood Detection via Sentinel-1
Xavier Bou, Thibaud Ehret, Rafael Grompone von Gioi, Jeremy Anger
2024-03-07
Computer Vision and Pattern Recognition · Computer Science
Multi$^{\mathbf{3}}$Net: Segmenting Flooded Buildings via Fusion of Multiresolution, Multisensor, and Multitemporal Satellite Imagery
Tim G. J. Rudner, Marc Rußwurm, Jakub Fil, Ramona Pelich +3
2018-12-06
Computer Vision and Pattern Recognition · Computer Science
Transformer-based Flood Scene Segmentation for Developing Countries
Ahan M R, Roshan Roy, Shreyas Sunil Kulkarni, Vaibhav Soni +1
2022-10-11
Computer Vision and Pattern Recognition · Computer Science
Multi-Modal Machine Learning for Flood Detection in News, Social Media and Satellite Sequences
Kashif Ahmad, Konstantin Pogorelov, Mohib Ullah, Michael Riegler +3
2019-10-08
Computer Vision and Pattern Recognition · Computer Science
AIFloodSense: A Global Aerial Imagery Dataset for Semantic Segmentation and Understanding of Flooded Environments
Georgios Simantiris, Konstantinos Bacharidis, Apostolos Papanikolaou, Petros Giannakakis +1
2026-03-23
Image and Video Processing · Electrical Eng. & Systems
Early Flood Warning Using Satellite-Derived Convective System and Precipitation Data -- A Retrospective Case Study of Central Vietnam
Tran-Vu La, Thanh Huy Nguyen, Patrick Matgen, Marco Chini
2024-09-09
Image and Video Processing · Electrical Eng. & Systems
Assimilation of SWOT Altimetry and Sentinel-1 Flood Extent Observations for Flood Reanalysis -- A Proof-of-Concept
Thanh Huy Nguyen, Sophie Ricci, Andrea Piacentini, Charlotte Emery +2
2024-09-09
Computer Vision and Pattern Recognition · Computer Science
H2O-Net: Self-Supervised Flood Segmentation via Adversarial Domain Adaptation and Label Refinement
Peri Akiva, Matthew Purri, Kristin Dana, Beth Tellman +1
2020-10-13
Computer Vision and Pattern Recognition · Computer Science
Flood Data Analysis on SpaceNet 8 Using Apache Sedona
Yanbing Bai, Zihao Yang, Jinze Yu, Rui-Yang Ju +3
2024-04-30
Computer Vision and Pattern Recognition · Computer Science
BlessemFlood21: Advancing Flood Analysis with a High-Resolution Georeferenced Dataset for Humanitarian Aid Support
Vladyslav Polushko, Alexander Jenal, Jens Bongartz, Immanuel Weber +5
2024-07-09
Information Retrieval · Computer Science
Automatic detection of passable roads after floods in remote sensed and social media data
Kashif Ahmad, Konstantin Pogorelov, Michael Riegler, Olga Ostroukhova +3
2019-01-11
Computer Vision and Pattern Recognition · Computer Science
Cross-Geography Generalization of Machine Learning Methods for Classification of Flooded Regions in Aerial Images
Sushant Lenka, Pratyush Kerhalkar, Pranav Shetty, Harsh Gupta +2
2022-10-05
Instrumentation and Detectors · Physics
On Small Satellites for Oceanography: A Survey
André G. C. Guerra, Frederico Francisco, Jaime Villate, Fernando Aguado Agelet +2
2016-07-20
Computer Vision and Pattern Recognition · Computer Science
Improved Flood Insights: Diffusion-Based SAR to EO Image Translation
Minseok Seo, Youngtack Oh, Doyi Kim, Dongmin Kang +1
2023-07-17
Computer Vision and Pattern Recognition · Computer Science
Towards Onboard Continuous Change Detection for Floods
Daniel Kyselica, Jonáš Herec, Oliver Kutis, Rado Pitoňák
2026-03-20
Computer Vision and Pattern Recognition · Computer Science
Event detection from novel data sources: Leveraging satellite imagery alongside GPS traces
Ekin Ugurel, Steffen Coenen, Minda Zhou Chen, Cynthia Chen
2024-01-22
Computer Vision and Pattern Recognition · Computer Science
Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting
Brandon Victor, Mathilde Letard, Peter Naylor, Karim Douch +3
2024-09-30
Computer Vision and Pattern Recognition · Computer Science
Satellite Imagery and AI: A New Era in Ocean Conservation, from Research to Deployment and Impact (Version. 2.0)
Patrick Beukema, Favyen Bastani, Yawen Zheng, Piper Wolters +2
2025-05-30
Computer Vision and Pattern Recognition · Computer Science
PulseSatellite: A tool using human-AI feedback loops for satellite image analysis in humanitarian contexts
Tomaz Logar, Joseph Bullock, Edoardo Nemni, Lars Bromley +2
2020-01-30