Li-ZK / HFSL
Heterogeneous Few-shot Learning for Hyperspectral Image Classification
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for HFSL
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- ☆14Updated 3 years ago
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆15Updated 7 months ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆15Updated last year
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆26Updated 8 months ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆38Updated 7 months ago
- 刘启超, 肖亮, 刘芳, 徐金环. SSCDenseNet:一种空-谱卷积稠密网络的高光谱图像分类算法[J]. 电子学报, 2020, 48(4): 751-762. LIU Qi-chao, XIAO Liang, LIU Fang, XU Jin-huan. SSCDe…☆12Updated 4 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆17Updated 3 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆35Updated 3 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- Q. Liu, L. Xiao, J. Yang and J. C. Chan, "Content-Guided Convolutional Neural Network for Hyperspectral Image Classification," in IEEE Tr…☆14Updated 3 years ago
- CACFTNet: A Hybrid Cov-Attention and Cross-Layer Fusion Transformer Network for Hyperspectral Image Classification[J]," in IEEE Transacti…☆11Updated 3 months ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 months ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆18Updated 2 years ago
- This example implements the paper in review [Joint Classification of Hyperspectral and LiDAR Data Using Hierarchical Random Walk and Deep…☆23Updated 3 years ago
- Landcover classification using the fusion of HSI and LiDAR data.☆12Updated 2 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
- The official released demo of Tang Xu's group about the hyperspectral images classification☆11Updated 4 months ago
- ☆13Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆11Updated 3 weeks ago
- Comparative analysis of different feature extraction techniques for hyperspectral image classification.☆17Updated 6 months ago
- Matlab code for Fusion of Dual Spatial Information for Hyperspectral Image Classification, 2020, TGRS☆30Updated 2 years ago
- Q. Liu, L. Xiao, N. Huang and J. Tang, "Composite Neighbor-Aware Convolutional Metric Networks for Hyperspectral Image Classification," i…☆13Updated last year
- Deep Collaborative Attention Network for Hyperspectral Image Classification by Combining 2-D CNN and 3-D CNN, JSTARS, 2020☆10Updated 4 years ago
- [IEEE TBD 2020] Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification☆43Updated 4 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- A DEMO for "DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification" (Xue et…☆11Updated 5 months ago