xiachangxue / DeepHyperX
☆35Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for DeepHyperX
- ☆32Updated last year
- [TIP 2023] The official repo for the paper "DCN-T: Dual Context Network with Transformer for Hyperspectral Image Classification".☆44Updated last year
- The code included in this repository implements the "Masked Auto-Encoding Spectral–Spatial Transformer for Hyperspectral Image Classifica…☆30Updated last year
- Hyperspectral Image Classification Using Group-Aware Hierarchical Transformer☆44Updated last year
- L. Sun, G. Zhao, Y. Zheng, and Z. Wu. "Spectral–Spatial Feature Tokenization Transformer for Hyperspectral Image Classification," in IEEE…☆94Updated 2 years ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆20Updated last year
- Residual Spectral–Spatial Attention Network for Hyperspectral Image Classification☆43Updated 3 years ago
- ☆27Updated 7 months ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 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…☆25Updated last year
- Code (Pytorch) of "Convolution Transformer Mixer for Hyperspectral Image Classification" GRSL-09/2022 Accepted.☆20Updated 2 years ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆38Updated 7 months ago
- Multi-attentive hierarchical dense fusion net for fusion classification of hyperspectral and LiDAR data☆32Updated 2 years ago
- Multimodal Hyperspectral Unmixing: Insights from Attention Networks, IEEE TGRS, 2022☆36Updated last year
- Open source datasets for Cross-Scene Hyperspectral Image Classification, continuously updated~☆67Updated 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
- ☆10Updated last year
- A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspe…☆37Updated 3 years ago
- ☆12Updated last year
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆18Updated 2 years ago
- The code for the DHViT☆11Updated 2 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆15Updated last year
- ☆26Updated last month
- Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels☆26Updated 8 months ago
- ☆10Updated 7 months 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
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 2 years ago
- Xin Wu, Danfeng Hong, Jocelyn Chanussot. Convolutional Neural Networks for Multimodal Remote Sensing Data Classification, IEEE Transactio…☆46Updated 2 years ago