| Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks | Dec 3, 2021 | Change DetectionInductive Bias | CodeCode Available | 1 |
| Active Learning for Improved Semi-Supervised Semantic Segmentation in Satellite Images | Oct 15, 2021 | Active LearningLand Cover Classification | CodeCode Available | 1 |
| Consecutive Pretraining: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain | Jul 8, 2022 | Land Cover Classificationobject-detection | CodeCode Available | 1 |
| Feature Pyramid Network for Multi-Class Land Segmentation | Jun 9, 2018 | DecoderGeneral Classification | CodeCode Available | 1 |
| EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification | Aug 31, 2017 | Earth ObservationGeneral Classification | CodeCode Available | 1 |
| Ultra-high Resolution Image Segmentation via Locality-aware Context Fusion and Alternating Local Enhancement | Sep 6, 2021 | Image SegmentationLand Cover Classification | CodeCode Available | 1 |
| Multimodal Informative ViT: Information Aggregation and Distribution for Hyperspectral and LiDAR Classification | Jan 6, 2024 | Land Cover Classification | CodeCode Available | 1 |
| CTGAN : Cloud Transformer Generative Adversarial Network | Oct 18, 2022 | Generative Adversarial NetworkLand Cover Classification | CodeCode Available | 1 |
| Land Cover Classification from Remote Sensing Images Based on Multi-Scale Fully Convolutional Network | Aug 1, 2020 | General ClassificationLand Cover Classification | CodeCode Available | 1 |
| Progressive Semantic Segmentation | Apr 8, 2021 | GPULand Cover Classification | CodeCode Available | 1 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 |
| Deep Transfer Learning for Land Use and Land Cover Classification: A Comparative Study | Oct 6, 2021 | ClassificationComputational Efficiency | CodeCode Available | 1 |
| CoSpace: Common Subspace Learning from Hyperspectral-Multispectral Correspondences | Dec 30, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| FedDiff: Diffusion Model Driven Federated Learning for Multi-Modal and Multi-Clients | Nov 16, 2023 | DenoisingFederated Learning | —Unverified | 0 |
| Confidence-Guided Semi-supervised Learning in Land Cover Classification | May 17, 2023 | ClassificationDiversity | —Unverified | 0 |
| Combining Sentinel-1 and Sentinel-2 Time Series via RNN for object-based land cover classification | Dec 13, 2018 | General ClassificationLand Cover Classification | —Unverified | 0 |
| A Novel Spatial-Spectral Framework for the Classification of Hyperspectral Satellite Imagery | Jul 22, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Classification and mapping of low-statured 'shrubland' cover types in post-agricultural landscapes of the US Northeast | May 9, 2022 | Land Cover Classification | —Unverified | 0 |
| Effectivity of super resolution convolutional neural network for the enhancement of land cover classification from medium resolution satellite images | Jul 5, 2022 | Land Cover ClassificationManagement | —Unverified | 0 |
| Channel-Based Attention for LCC Using Sentinel-2 Time Series | Mar 31, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| An N-dimensional approach towards object based classification of remotely sensed imagery | Mar 26, 2013 | ClassificationGeneral Classification | —Unverified | 0 |
| A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery | Dec 16, 2021 | Land Cover ClassificationTime Series | —Unverified | 0 |
| FlexiMo: A Flexible Remote Sensing Foundation Model | Mar 31, 2025 | Cloud DetectionEarth Observation | —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 |
| Early- and in-season crop type mapping without current-year ground truth: generating labels from historical information via a topology-based approach | Oct 19, 2021 | Crop ClassificationCrop Type Mapping | —Unverified | 0 |
