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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 476–500 of 518 papers

TitleStatusHype
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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