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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 76–100 of 518 papers

TitleStatusHype
Transformer-based Multimodal Change Detection with Multitask Consistency ConstraintsCode1
Learning a Cross-modality Anomaly Detector for Remote Sensing ImageryCode1
CausalImages: An R Package for Causal Inference with Earth Observation, Bio-medical, and Social Science ImagesCode1
EarthPT: a time series foundation model for Earth ObservationCode1
SparseSat-NeRF: Dense Depth Supervised Neural Radiance Fields for Sparse Satellite ImagesCode1
Generate Your Own Scotland: Satellite Image Generation Conditioned on MapsCode1
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion ModelsCode1
Fusing VHR Post-disaster Aerial Imagery and LiDAR Data for Roof Classification in the CaribbeanCode1
PreDiff: Precipitation Nowcasting with Latent Diffusion ModelsCode1
BSDM: Background Suppression Diffusion Model for Hyperspectral Anomaly DetectionCode1
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
Ben-ge: Extending BigEarthNet with Geographical and Environmental DataCode1
Geo-Tiles for Semantic Segmentation of Earth Observation ImageryCode1
FLAIR #2: textural and temporal information for semantic segmentation from multi-source optical imageryCode1
Unlocking the Use of Raw Multispectral Earth Observation Imagery for Onboard Artificial IntelligenceCode1
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image UnderstandingCode1
Pixel-wise Agricultural Image Time Series Classification: Comparisons and a Deformable Prototype-based ApproachCode1
WF-UNet: Weather Fusion UNet for Precipitation NowcastingCode1
Deep Learning for Time Series Classification and Extrinsic Regression: A Current SurveyCode1
Integrating Earth Observation Data into Causal Inference: Challenges and OpportunitiesCode1
Local Window Attention Transformer for Polarimetric SAR Image ClassificationCode1
Common Practices and Taxonomy in Deep Multi-view Fusion for Remote Sensing ApplicationsCode1
MapInWild: A Remote Sensing Dataset to Address the Question What Makes Nature WildCode1
Fuzzy clustering for the within-season estimation of cotton phenologyCode1
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover ClassificationCode1
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