The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection

Author:

Hansch Ronny1,Arndt Jacob2,Gibb Matthew3,Boedihardjo Arnold3,Pedelose Tyler3,Bacastow Todd M.3

Affiliation:

1. German Aerospace Center (DLR), Microwaves and Radar Institute, SAR Technology

2. Oak Ridge National Laboratory

3. Maxar Technologies

Publisher

IEEE

Reference15 articles.

1. Curating flood extent data and leveraging citizen science for benchmarking machine learning solutions;gahlot;Earth Space Sci Open Arch,2022

2. FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding

3. Deep Residual Learning for Image Recognition

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Introducing SpaceNet 9 - Cross-Modal Satellite Imagery Registration for Natural Disaster Responses;IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium;2024-07-07

2. SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters;IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium;2023-07-16

3. UMiT-Net: A U-Shaped Mix-Transformer Network for Extracting Precise Roads Using Remote Sensing Images;IEEE Transactions on Geoscience and Remote Sensing;2023

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