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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

Showing 2650 of 518 papers

TitleStatusHype
Towards Vision-Language Geo-Foundation Model: A SurveyCode2
MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representation LearningCode2
Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation FrameworkCode2
OmniSat: Self-Supervised Modality Fusion for Earth ObservationCode2
Neural Plasticity-Inspired Multimodal Foundation Model for Earth ObservationCode2
DeepAAT: Deep Automated Aerial Triangulation for Fast UAV-based MappingCode2
PhilEO Bench: Evaluating Geo-Spatial Foundation ModelsCode2
Harnessing Administrative Data Inventories to Create a Reliable Transnational Reference Database for Crop Type MonitoringCode2
Extended Agriculture-Vision: An Extension of a Large Aerial Image Dataset for Agricultural Pattern AnalysisCode2
SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth ObservationCode2
Current Trends in Deep Learning for Earth Observation: An Open-source Benchmark Arena for Image ClassificationCode2
Earthformer: Exploring Space-Time Transformers for Earth System ForecastingCode2
Satellite Image Time Series Analysis for Big Earth Observation DataCode2
Embedding Earth: Self-supervised contrastive pre-training for dense land cover classificationCode2
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationCode2
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
REOBench: Benchmarking Robustness of Earth Observation Foundation ModelsCode1
Panopticon: Advancing Any-Sensor Foundation Models for Earth ObservationCode1
On the Generalization of Representation Uncertainty in Earth ObservationCode1
GeoLangBind: Unifying Earth Observation with Agglomerative Vision-Language Foundation ModelsCode1
SSL4EO-S12 v1.1: A Multimodal, Multiseasonal Dataset for Pretraining, UpdatedCode1
A Remote Sensing Image Change Detection Method Integrating Layer Exchange and Channel-Spatial DifferencesCode1
Distribution Shifts at Scale: Out-of-distribution Detection in Earth ObservationCode1
Deep Random Features for Scalable Interpolation of Spatiotemporal DataCode1
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