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Earth Observation

Earth Observation (EO) refers to the use of remote sensing technologies to monitor land, marine (seas, rivers, lakes) and atmosphere. Satellite-based EO relies on the use of satellite-mounted payloads to gather imaging data about the Earth’s characteristics. The images are then processed and analyzed in order to extract different types of information that can serve a very wide range of applications and industries.

Papers

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Showing 451–500 of 518 papers

TitleStatusHype
GLUSE: Enhanced Channel-Wise Adaptive Gated Linear Units SE for Onboard Satellite Earth Observation Image ClassificationCode0
Good at captioning, bad at counting: Benchmarking GPT-4V on Earth observation dataCode0
Object Detection performance variation on compressed satellite image datasets with iquaflowCode0
Building Age Estimation: A New Multi-Modal Benchmark Dataset and Community ChallengeCode0
CP2M: Clustered-Patch-Mixed Mosaic Augmentation for Aerial Image SegmentationCode0
M3Fusion: A Deep Learning Architecture for Multi-Scale/Modal/Temporal satellite data fusionCode0
Enhancing Self-Supervised Learning for Remote Sensing with Elevation Data: A Case Study with Scarce And High Level Semantic LabelsCode0
End-to-End Change Detection for High Resolution Satellite Images Using Improved UNet++Code0
End-to-end learning of energy-based representations for irregularly-sampled signals and imagesCode0
Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering AlgorithmCode0
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic SegmentationCode0
Compressed learning based onboard semantic compression for remote sensing platformsCode0
QMRNet: Quality Metric Regression for EO Image Quality Assessment and Super-ResolutionCode0
Onboard Satellite Image Classification for Earth Observation: A Comparative Study of ViT ModelsCode0
Neural Embedding Compression For Efficient Multi-Task Earth Observation ModellingCode0
On the Generalizability of Foundation Models for Crop Type MappingCode0
Mapping of Land Use and Land Cover (LULC) using EuroSAT and Transfer LearningCode0
Measuring economic activity from space: a case study using flying airplanes and COVID-19Code0
Dual skip connections in U-Net, ResUnet and U-Net3+ for remote extraction of buildingsCode0
Towards Efficient Benchmarking of Foundation Models in Remote Sensing: A Capabilities Encoding ApproachCode0
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2Code0
SatMamba: Development of Foundation Models for Remote Sensing Imagery Using State Space ModelsCode0
Impact Assessment of Missing Data in Model Predictions for Earth Observation ApplicationsCode0
On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning ApproachesCode0
Improving EO Foundation Models with Confidence Assessment for enhanced Semantic segmentationCode0
Missing Data as Augmentation in the Earth Observation Domain: A Multi-View Learning ApproachCode0
Semantic Knowledge Distillation for Onboard Satellite Earth Observation Image ClassificationCode0
Improving land cover segmentation across satellites using domain adaptationCode0
Creating and Leveraging a Synthetic Dataset of Cloud Optical Thickness Measures for Cloud Detection in MSICode0
Increasing the Robustness of Model Predictions to Missing Sensors in Earth ObservationCode0
Inference over radiative transfer models using variational and expectation maximization methodsCode0
Scaling-Up the Pretraining of the Earth Observation Foundation Model PhilEO to the MajorTOM DatasetCode0
CroCo: Cross-Modal Contrastive learning for localization of Earth Observation dataCode0
An Open Hyperspectral Dataset with Sea-Land-Cloud Ground-Truth from the HYPSO-1 SatelliteCode0
Rapid Distributed Fine-tuning of a Segmentation Model Onboard SatellitesCode0
3DMASC: Accessible, explainable 3D point clouds classification. Application to Bi-spectral Topo-bathymetric lidar dataCode0
ViGEO: an Assessment of Vision GNNs in Earth ObservationCode0
Interactive Learning for Semantic Segmentation in Earth ObservationCode0
Change Detection in VHR Imagery With Severe Co-Registration Errors Using Deep Learning: A Comparative StudyCode0
Interactive Visualization and Representation Analysis Applied to Glacier SegmentationCode0
SCORE: Scene Context Matters in Open-Vocabulary Remote Sensing Instance SegmentationCode0
Paradigm selection for Data Fusion of SAR and Multispectral Sentinel data applied to Land-Cover ClassificationCode0
MultiMAE Meets Earth Observation: Pre-training Multi-modal Multi-task Masked Autoencoders for Earth Observation TasksCode0
Density Invariant Contrast Maximization for Neuromorphic Earth ObservationsCode0
Foundation Models for Generalist Geospatial Artificial IntelligenceCode0
SeasFire as a Multivariate Earth System Datacube for Wildfire DynamicsCode0
A Late-Stage Bitemporal Feature Fusion Network for Semantic Change DetectionCode0
FPGA-Enabled Machine Learning Applications in Earth Observation: A Systematic ReviewCode0
Frequency-Temporal Attention Network for Remote Sensing Imagery Change DetectionCode0
From Spectra to Biophysical Insights: End-to-End Learning with a Biased Radiative Transfer ModelCode0
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