mengduanjinghua / SS-MTr
Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.
☆29Updated 6 months ago
Alternatives and similar repositories for SS-MTr
Users that are interested in SS-MTr are comparing it to the libraries listed below
Sorting:
- Spectral-Spatial MLP Network with Reciprocal Points learning for Open-Set Hyperspectral Image Classification☆15Updated last year
- Deep Few-Shot Learning for Hyperspectral Image Classification☆31Updated 2 years ago
- Language-aware Domain Generalization Network for Cross-Scene Hyperspectral Image Classification, IEEE TGRS, 2023.☆49Updated last year
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆33Updated last year
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆18Updated last year
- [TNNLS 2023] The official repo for the paper "Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification".☆16Updated 7 months ago
- ☆14Updated 2 years ago
- Nearest Neighbor-Based Contrastive Learning for Hyperspectral and LiDAR Data Classification, IEEE TGRS 2023☆42Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆40Updated last year
- Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.☆46Updated 11 months ago
- Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.☆52Updated last year
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆45Updated last year
- This is a code demo for the paper "_Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification_" in IEEE TGRS 2024…☆11Updated 8 months ago
- Code for Cross-domain Few-shot Learning Based on Feature Disentanglement for Hyperspectral Image Classification.☆34Updated 5 months ago
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆19Updated last year
- Contrastive-Mutual-Learning-with-Pseudo-Label-Smoothing-for-Hyperspectral-Image-Classification☆11Updated 3 months ago
- G. Zhao, Q. Ye, L. Sun, Z. Wu, C. Pan, and B. Jeon. "Joint Classification of Hyperspectral and LiDAR Data Using a Hierarchical CNN and Tr…☆30Updated 2 years ago
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆13Updated 2 years ago
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆9Updated last year
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆25Updated last year
- Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.☆54Updated last year
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆33Updated 2 years ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆18Updated 2 years ago
- Official Pytorch implementation of the TGRS paper "MAGE: Multisource Attention Network with Discriminative Graph and Informative Entities…☆17Updated 2 years ago
- Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification☆73Updated last year
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆25Updated last year
- TMCFN: Text-Supervised Multidimensional Contrastive Fusion Network for Hyperspectral and LiDAR Classification (TGRS 2024)☆10Updated 10 months ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆17Updated 2 years ago
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆18Updated 9 months ago
- Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)☆29Updated last year