ZhaohuiXue / S3Net
A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)
☆38Updated 7 months ago
Related projects ⓘ
Alternatives and complementary repositories for S3Net
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆15Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆18Updated 2 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
- Deep Few-Shot Learning for Hyperspectral Image Classification☆29Updated 2 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 months ago
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆26Updated 8 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
- [TNNLS 2023] The official repo for the paper "Spectral-Spatial Global Graph Reasoning for Hyperspectral Image Classification".☆13Updated last month
- This is the reserch code of the IEEE TIP paper “Rotation-Invariant Attention Network for Hyperspectral Image Classification”.☆12Updated 2 years ago
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆30Updated last year
- ☆32Updated last year
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆15Updated 2 years ago
- A demo for the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆20Updated last year
- ☆14Updated 3 years ago
- ☆16Updated 3 years ago
- Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.☆43Updated last year
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- Triple Contrastive Representation Learning for Hyperspectral Image Classification with Noisy Labels, IEEE TGRS, 2023.☆17Updated last year
- Code (Pytorch) of "Convolution Transformer Mixer for Hyperspectral Image Classification" GRSL-09/2022 Accepted.☆20Updated 2 years ago
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆20Updated 7 months ago
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆10Updated last year
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆67Updated 2 years ago
- code for paper "(TGRS 2019) Hyperspectral Classification Based on Lightweight 3D-CNN with Transfer Learning"☆17Updated 3 years ago
- Few-shot Learning with Class-Covariance Metric for Hyperspectral Image Classification, TIP, 2022☆31Updated 2 years ago
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆11Updated 2 weeks ago