| EuroCrops: A Pan-European Dataset for Time Series Crop Type Classification | Jun 14, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Domain-Adversarial Training of Self-Attention Based Networks for Land Cover Classification using Multi-temporal Sentinel-2 Satellite Imagery | Apr 1, 2021 | Crop ClassificationDomain Adaptation | —Unverified | 0 |
| Channel-Based Attention for LCC Using Sentinel-2 Time Series | Mar 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Subspace-Based Feature Fusion From Hyperspectral And Multispectral Image For Land Cover Classification | Feb 22, 2021 | General ClassificationLand Cover Classification | CodeCode Available | 0 |
| Towards DeepSentinel: An extensible corpus of labelled Sentinel-1 and -2 imagery and a general-purpose sensor-fusion semantic embedding model | Feb 11, 2021 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| 3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image Classification | Jan 12, 2021 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Randomized kernels for large scale Earth observation applications | Dec 7, 2020 | ClassificationEarth Observation | —Unverified | 0 |
| LandCoverNet: A global benchmark land cover classification training dataset | Dec 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Semantic Segmentation of Medium-Resolution Satellite Imagery using Conditional Generative Adversarial Networks | Dec 5, 2020 | Image-to-Image TranslationLand Cover Classification | —Unverified | 0 |
| Land Cover Semantic Segmentation Using ResUNet | Oct 13, 2020 | Data AugmentationLand Cover Classification | —Unverified | 0 |
| Deep Neural Networks for automatic extraction of features in time series satellite images | Aug 17, 2020 | Earth ObservationLand Cover Classification | —Unverified | 0 |
| Land Use and Land Cover Classification using a Human Group based Particle Swarm Optimization Algorithm with a LSTM classifier on hybrid-pre-processing Remote Sensing Images | Aug 4, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery | Jul 22, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification | May 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Meta-Learning for Few-Shot Land Cover Classification | Apr 28, 2020 | ClassificationDiversity | —Unverified | 0 |
| A Biologically Interpretable Two-stage Deep Neural Network (BIT-DNN) For Vegetation Recognition From Hyperspectral Imagery | Apr 19, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| RSVQA: Visual Question Answering for Remote Sensing Data | Mar 16, 2020 | Land Cover ClassificationObject Counting | —Unverified | 0 |
| Segmentation of Satellite Imagery using U-Net Models for Land Cover Classification | Mar 5, 2020 | BIG-bench Machine LearningChange Detection | —Unverified | 0 |
| Land Cover Change Detection via Semantic Segmentation | Nov 28, 2019 | Change DetectionGeneral Classification | —Unverified | 0 |
| Dense Fusion Classmate Network for Land Cover Classification | Nov 19, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators | Sep 11, 2019 | Land Cover ClassificationText-to-Image Generation | —Unverified | 0 |
| Eelgrass beds and oyster farming at a lagoon before and after the Great East Japan Earthquake 2011: potential to apply deep learning at a coastal area | Sep 6, 2019 | General ClassificationImage Segmentation | —Unverified | 0 |
| Satellite-Net: Automatic Extraction of Land Cover Indicators from Satellite Imagery by Deep Learning | Jul 22, 2019 | Earth ObservationGeneral Classification | —Unverified | 0 |
| Collaborative Global-Local Networks for Memory-Efficient Segmentation of Ultra-High Resolution Images | May 15, 2019 | GPULand Cover Classification | CodeCode Available | 0 |
| Land Use and Land Cover Classification Using Deep Learning Techniques | May 1, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |