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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 51–75 of 518 papers

TitleStatusHype
Deep Random Features for Scalable Interpolation of Spatiotemporal DataCode1
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity PredictionCode1
Attentive Contextual Attention for Cloud RemovalCode1
Disentangling Derivatives, Uncertainty and Error in Gaussian Process ModelsCode1
FarSeg++: Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing ImageryCode1
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image MatchingCode1
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image SegmentationCode1
EarthPT: a time series foundation model for Earth ObservationCode1
ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing ImagesCode1
Deep Unsupervised Domain Adaptation for Time Series Classification: a BenchmarkCode1
EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover ClassificationCode1
Exchanging Dual Encoder-Decoder: A New Strategy for Change Detection with Semantic Guidance and Spatial LocalizationCode1
Learning Geocentric Object Pose in Oblique Monocular ImagesCode1
HTD-Mamba: Efficient Hyperspectral Target Detection with Pyramid State Space ModelCode1
Cross-Sensor Adversarial Domain Adaptation of Landsat-8 and Proba-V images for Cloud DetectionCode1
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical MapsCode1
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time seriesCode1
AGPCNet: Attention-Guided Pyramid Context Networks for Infrared Small Target DetectionCode1
A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial DifferencesCode1
HighRes-net: Recursive Fusion for Multi-Frame Super-Resolution of Satellite ImageryCode1
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential EquationsCode1
COSMIC: Compress Satellite Images Efficiently via Diffusion CompensationCode1
HighRes-net: Multi-Frame Super-Resolution by Recursive FusionCode1
High-Resolution Live Fuel Moisture Content (LFMC) Maps for Wildfire Risk from Multimodal Earth Observation DataCode1
GeoLLaVA-8K: Scaling Remote-Sensing Multimodal Large Language Models to 8K ResolutionCode1
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