| Multimodal Fusion Transformer for Remote Sensing Image Classification | Mar 31, 2022 | Classificationimage-classification | CodeCode Available | 1 |
| DKDFN: Domain Knowledge-Guided deep collaborative fusion network for multimodal unitemporal remote sensing land cover classification | Feb 13, 2022 | Decoderimage-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 |
| Hyperspectral Remote Sensing Image Classification Based on Multi-scale Cross Graphic Convolution | Jun 28, 2021 | ClassificationDimensionality Reduction | —Unverified | 0 |
| BigEarthNet-MM: A Large Scale Multi-Modal Multi-Label Benchmark Archive for Remote Sensing Image Classification and Retrieval | May 17, 2021 | image-classificationImage Classification | —Unverified | 0 |
| A Consensual Collaborative Learning Method for Remote Sensing Image Classification Under Noisy Multi-Labels | May 12, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| An Enhanced Randomly Initialized Convolutional Neural Network for Columnar Cactus Recognition in Unmanned Aerial Vehicle Imagery | May 10, 2021 | image-classificationImage Classification | —Unverified | 0 |
| A Multi-Task Deep Learning Framework for Building Footprint Segmentation | Apr 19, 2021 | Boundary DetectionDeep Learning | CodeCode Available | 1 |
| A survey of active learning algorithms for supervised remote sensing image classification | Apr 15, 2021 | Active LearningGeneral Classification | —Unverified | 0 |
| Self-Supervised Learning of Remote Sensing Scene Representations Using Contrastive Multiview Coding | Apr 14, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| Remote Sensing Image Classification with the SEN12MS Dataset | Apr 1, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification | Jan 14, 2021 | ClassificationHyperspectral Image Classification | CodeCode Available | 1 |
| Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification | Dec 31, 2020 | ClassificationDimensionality Reduction | CodeCode Available | 0 |
| Multi-Label Noise Robust Collaborative Learning for Remote Sensing Image Classification | Dec 19, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Multi-temporal and multi-source remote sensing image classification by nonlinear relative normalization | Dec 7, 2020 | General Classificationimage-classification | —Unverified | 0 |
| A Comparative Study of Deep Learning Loss Functions for Multi-Label Remote Sensing Image Classification | Sep 29, 2020 | General Classificationimage-classification | —Unverified | 0 |
| The color out of space: learning self-supervised representations for Earth Observation imagery | Jun 22, 2020 | ColorizationDisease Prediction | CodeCode Available | 1 |
| SatImNet: Structured and Harmonised Training Data for Enhanced Satellite Imagery Classification | Jun 18, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Integrating global spatial features in CNN based Hyperspectral/SAR imagery classification | May 30, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| DISIR: Deep Image Segmentation with Interactive Refinement | Mar 31, 2020 | Image SegmentationInteractive Segmentation | CodeCode Available | 0 |
| Small-Object Detection in Remote Sensing Images with End-to-End Edge-Enhanced GAN and Object Detector Network | Mar 20, 2020 | Generative Adversarial NetworkImage Enhancement | CodeCode Available | 1 |
| Photi-LakeIce Dataset | Feb 18, 2020 | Change detection for remote sensing imagesImage Segmentation | CodeCode Available | 0 |
| Lake Ice Monitoring with Webcams and Crowd-Sourced Images | Feb 18, 2020 | Change detection for remote sensing imagesImage Segmentation | CodeCode Available | 1 |
| Lake Ice Detection from Sentinel-1 SAR with Deep Learning | Feb 17, 2020 | Change detection for remote sensing imagesDeep Learning | CodeCode Available | 0 |
| A Novel Multi-Attention Driven System For Multi-Label Remote Sensing Image Classification | Feb 28, 2019 | General Classificationimage-classification | —Unverified | 0 |
