SOTAVerified

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 376400 of 518 papers

TitleStatusHype
Improving performance of aircraft detection in satellite imagery while limiting the labelling effort: Hybrid active learning0
AiTLAS: Artificial Intelligence Toolbox for Earth ObservationCode2
Classifying Turbulent Environments via Machine Learning0
Interactive Visualization and Representation Analysis Applied to Glacier SegmentationCode0
Unsupervised Data Fusion With Deeper Perspective: A Novel Multisensor Deep Clustering AlgorithmCode0
A Novel Full-Polarization SAR Images Ship Detector Based on the Scattering Mechanisms and the Wave Polarization Anisotropy0
SyntEO: Synthetic Data Set Generation for Earth Observation and Deep Learning -- Demonstrated for Offshore Wind Farm Detection0
Next Day Wildfire Spread: A Machine Learning Data Set to Predict Wildfire Spreading from Remote-Sensing DataCode1
GEOSCAN: Global Earth Observation using Swarm of Coordinated Autonomous Nanosats0
A Recommender System-Inspired Cloud Data Filling Scheme for Satellite-based Coastal Observation0
On-Board Federated Learning for Dense LEO Constellations0
Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity PredictionCode1
Sci-Net: Scale Invariant Model for Buildings Segmentation from Aerial Imagery0
AGPCNet: Attention-Guided Pyramid Context Networks for Infrared Small Target DetectionCode1
Deep Learning Methods for Daily Wildfire Danger Forecasting0
Multi-layer Space Information Networks: Access Design and Softwarization0
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images0
On Circuit-based Hybrid Quantum Neural Networks for Remote Sensing Imagery ClassificationCode1
Challenges and Solutions for Utilizing Earth Observations in the "Big Data" era0
Remote Sensing Change Detection Based on Multidirectional Adaptive Feature Fusion and Perceptual SimilarityCode1
Seeing poverty from space, how much can it be tuned?0
Learning a Joint Embedding of Multiple Satellite Sensors: A Case Study for Lake Ice Monitoring0
Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksCode1
Deep learning approaches to Earth Observation change detection0
Segmentation of VHR EO Images using Unsupervised Learning0
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