Li-ZK / DCFSL-2021
Deep Cross-domain Few-shot Learning for Hyperspectral Image Classification
☆68Updated last year
Alternatives and similar repositories for DCFSL-2021:
Users that are interested in DCFSL-2021 are comparing it to the libraries listed below
- Deep Few-Shot Learning for Hyperspectral Image Classification☆30Updated 2 years ago
- Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification. IEEE TNNLS, 2021.☆52Updated last year
- S. Liu, Q. Shi and L. Zhang, "Few-Shot Hyperspectral Image Classification With Unknown Classes Using Multitask Deep Learning," in IEEE Tr…☆53Updated 3 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆39Updated 9 months ago
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆28Updated 10 months ago
- Code for the paper 'Spectral–Spatial Masked Transformer With Supervised and Contrastive Learning for Hyperspectral Image Classification'.☆28Updated 3 months ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆31Updated 2 years ago
- ☆17Updated 3 years ago
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆23Updated 10 months ago
- [TGRS 2023] Official implementation for 'Adaptive Mask Sampling and Manifold to Euclidean Subspace Learning with Distance Covariance Repr…☆24Updated 10 months ago
- Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.☆47Updated last year
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 2 years ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆18Updated 3 years ago
- Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.☆41Updated 8 months ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated last year
- Locally Linear Unbiased Randomization Network for Cross-Scene Hyperspectral Image Classification☆10Updated last year
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆29Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆46Updated last year
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆78Updated 2 years ago
- Code for FDGNet: Frequency Disentanglement and Data Geometry for Domain Generalization in Cross-Scene Hyperspectral Image Classification.…☆41Updated 5 months ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- Semi-Supervised Graph Prototypical Networks for Hyperspectral Image Classification, IGARSS, 2021.☆17Updated 2 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆17Updated last year
- Confident Learning-Based Domain Adaptation for Hyperspectral Image Classification(DOI: 10.1109/TGRS.2022.3166817)☆27Updated 10 months ago
- ☆64Updated 3 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆15Updated 2 years ago
- Code for HSDBIN:Hyperspherical Structural-aware Distillation Enhanced Spatial-Spectral Bidirectional Interaction Network for Hyperspectra…☆27Updated 3 months ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- ☆12Updated 5 years ago