Remote Sensing Imagery for Flood Detection: Exploration of Augmentation Strategies
Fuente:
arXiv
Saved in:
| Main Authors: | Polushko, Vladyslav, Hatic, Damjan, Rösch, Ronald, März, Thomas, Rauhut, Markus, Weinmann, Andreas |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
BlessemFlood21: Advancing Flood Analysis with a High-Resolution Georeferenced Dataset for Humanitarian Aid Support
by: Polushko, Vladyslav, et al.
Published: (2024)
by: Polushko, Vladyslav, et al.
Published: (2024)
An $\ell^1$-Plug-and-Play Approach for MPI Using a Zero Shot Denoiser with Evaluation on the 3D Open MPI Dataset
by: Gapyak, Vladyslav, et al.
Published: (2023)
by: Gapyak, Vladyslav, et al.
Published: (2023)
Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection
by: Ayesha, Bibi Erum, et al.
Published: (2025)
by: Ayesha, Bibi Erum, et al.
Published: (2025)
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
by: Ho, Yu-Hsuan, et al.
Published: (2025)
by: Ho, Yu-Hsuan, et al.
Published: (2025)
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
by: Xu, Shuang, et al.
Published: (2024)
by: Xu, Shuang, et al.
Published: (2024)
Change Guiding Network: Incorporating Change Prior to Guide Change Detection in Remote Sensing Imagery
by: Han, Chengxi, et al.
Published: (2024)
by: Han, Chengxi, et al.
Published: (2024)
HDMba: Hyperspectral Remote Sensing Imagery Dehazing with State Space Model
by: Fu, Hang, et al.
Published: (2024)
by: Fu, Hang, et al.
Published: (2024)
Enhanced Low-Dose CT Image Reconstruction by Domain and Task Shifting Gaussian Denoisers
by: Selig, Tim, et al.
Published: (2024)
by: Selig, Tim, et al.
Published: (2024)
Ultra-Low Complexity On-Orbit Compression for Remote Sensing Imagery via Block Modulated Imaging
by: Wang, Zhibin, et al.
Published: (2024)
by: Wang, Zhibin, et al.
Published: (2024)
Super-Resolution for Remote Sensing Imagery via the Coupling of a Variational Model and Deep Learning
by: Sun, Jing, et al.
Published: (2024)
by: Sun, Jing, et al.
Published: (2024)
EvaNet: Elevation-Guided Flood Extent Mapping on Earth Imagery (Extended Version)
by: Sami, Mirza Tanzim, et al.
Published: (2024)
by: Sami, Mirza Tanzim, et al.
Published: (2024)
Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery
by: Sui, Jialu, et al.
Published: (2024)
by: Sui, Jialu, et al.
Published: (2024)
Learning a Cross-modality Anomaly Detector for Remote Sensing Imagery
by: Li, Jingtao, et al.
Published: (2023)
by: Li, Jingtao, et al.
Published: (2023)
BenchCloudVision: A Benchmark Analysis of Deep Learning Approaches for Cloud Detection and Segmentation in Remote Sensing Imagery
by: Fabio, Loddo, et al.
Published: (2024)
by: Fabio, Loddo, et al.
Published: (2024)
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps
by: Agrafiotis, Panagiotis, et al.
Published: (2025)
by: Agrafiotis, Panagiotis, et al.
Published: (2025)
L-UNet: An LSTM Network for Remote Sensing Image Change Detection
by: Sun, Shuting, et al.
Published: (2026)
by: Sun, Shuting, et al.
Published: (2026)
Change Detection Between Optical Remote Sensing Imagery and Map Data via Segment Anything Model (SAM)
by: Chen, Hongruixuan, et al.
Published: (2024)
by: Chen, Hongruixuan, et al.
Published: (2024)
Data Augmentation Strategies for Robust Lane Marking Detection
by: Lian, Flora, et al.
Published: (2025)
by: Lian, Flora, et al.
Published: (2025)
On the Adversarial Vulnerabilities of Transfer Learning in Remote Sensing
by: Bai, Tao, et al.
Published: (2025)
by: Bai, Tao, et al.
Published: (2025)
Adaptive Rectangular Convolution for Remote Sensing Pansharpening
by: Wang, Xueyang, et al.
Published: (2025)
by: Wang, Xueyang, et al.
Published: (2025)
Geospatial-Temporal Sensemaking of Remote Sensing Activity Detections with Multimodal Large Language Model
by: Ramirez, David F., et al.
Published: (2026)
by: Ramirez, David F., et al.
Published: (2026)
A Self-Supervised Denoising Strategy for Underwater Acoustic Camera Imageries
by: Zhou, Xiaoteng, et al.
Published: (2024)
by: Zhou, Xiaoteng, et al.
Published: (2024)
LiM-YOLO: Less is More with Pyramid Level Shift for Ship Detection in Optical Remote Sensing
by: Kim, Seon-Hoon, et al.
Published: (2025)
by: Kim, Seon-Hoon, et al.
Published: (2025)
MGCR-Net:Multimodal Graph-Conditioned Vision-Language Reconstruction Network for Remote Sensing Change Detection
by: Wang, Chengming, et al.
Published: (2025)
by: Wang, Chengming, et al.
Published: (2025)
Image Fusion in Remote Sensing: An Overview and Meta Analysis
by: Albanwan, Hessah, et al.
Published: (2024)
by: Albanwan, Hessah, et al.
Published: (2024)
Manifold Constraint Regularization for Remote Sensing Image Generation
by: Su, Xingzhe, et al.
Published: (2023)
by: Su, Xingzhe, et al.
Published: (2023)
A Concise Tiling Strategy for Preserving Spatial Context in Earth Observation Imagery
by: Abrahams, Ellianna, et al.
Published: (2024)
by: Abrahams, Ellianna, et al.
Published: (2024)
Portraying the Need for Temporal Data in Flood Detection via Sentinel-1
by: Bou, Xavier, et al.
Published: (2024)
by: Bou, Xavier, et al.
Published: (2024)
Content-Adaptive Non-Local Convolution for Remote Sensing Pansharpening
by: Duan, Yule, et al.
Published: (2024)
by: Duan, Yule, et al.
Published: (2024)
Real-World Remote Sensing Image Dehazing: Benchmark and Baseline
by: Zhu, Zeng-Hui, et al.
Published: (2025)
by: Zhu, Zeng-Hui, et al.
Published: (2025)
Task-Guided Prompting for Unified Remote Sensing Image Restoration
by: Huang, Wenli, et al.
Published: (2026)
by: Huang, Wenli, et al.
Published: (2026)
Heterogeneous Mixture of Experts for Remote Sensing Image Super-Resolution
by: Chen, Bowen, et al.
Published: (2025)
by: Chen, Bowen, et al.
Published: (2025)
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery Classification
by: Sebastianelli, Alessandro, et al.
Published: (2021)
by: Sebastianelli, Alessandro, et al.
Published: (2021)
An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution
by: Sultan, Naveed, et al.
Published: (2024)
by: Sultan, Naveed, et al.
Published: (2024)
Intriguing Property and Counterfactual Explanation of GAN for Remote Sensing Image Generation
by: Su, Xingzhe, et al.
Published: (2023)
by: Su, Xingzhe, et al.
Published: (2023)
SSDiff: Spatial-spectral Integrated Diffusion Model for Remote Sensing Pansharpening
by: Zhong, Yu, et al.
Published: (2024)
by: Zhong, Yu, et al.
Published: (2024)
Exploring Masked Autoencoders for Sensor-Agnostic Image Retrieval in Remote Sensing
by: Hackstein, Jakob, et al.
Published: (2024)
by: Hackstein, Jakob, et al.
Published: (2024)
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation
by: Gao, Feng, et al.
Published: (2025)
by: Gao, Feng, et al.
Published: (2025)
UP-Diff: Latent Diffusion Model for Remote Sensing Urban Prediction
by: Wang, Zeyu, et al.
Published: (2024)
by: Wang, Zeyu, et al.
Published: (2024)
Insight Into the Collocation of Multi-Source Satellite Imagery for Multi-Scale Vessel Detection
by: La, Tran-Vu, et al.
Published: (2024)
by: La, Tran-Vu, et al.
Published: (2024)
Similar Items
-
BlessemFlood21: Advancing Flood Analysis with a High-Resolution Georeferenced Dataset for Humanitarian Aid Support
by: Polushko, Vladyslav, et al.
Published: (2024) -
An $\ell^1$-Plug-and-Play Approach for MPI Using a Zero Shot Denoiser with Evaluation on the 3D Open MPI Dataset
by: Gapyak, Vladyslav, et al.
Published: (2023) -
Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection
by: Ayesha, Bibi Erum, et al.
Published: (2025) -
Flood-DamageSense: Multimodal Mamba with Multitask Learning for Building Flood Damage Assessment using SAR Remote Sensing Imagery
by: Ho, Yu-Hsuan, et al.
Published: (2025) -
Haar Nuclear Norms with Applications to Remote Sensing Imagery Restoration
by: Xu, Shuang, et al.
Published: (2024)