MinatoRyu007 / CNN-Swin
Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.
☆11Updated last year
Related projects ⓘ
Alternatives and complementary repositories for CNN-Swin
- 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
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆16Updated last year
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆12Updated 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 the hierarchical residual network with attention mechanism for hyperspectral image classification☆11Updated 3 years ago
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆38Updated 7 months ago
- Landcover classification using the fusion of HSI and LiDAR data.☆12Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆10Updated last year
- CACFTNet: A Hybrid Cov-Attention and Cross-Layer Fusion Transformer Network for Hyperspectral Image Classification[J]," in IEEE Transacti…☆11Updated 3 months ago
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆10Updated last year
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆18Updated 2 years ago
- ☆14Updated 3 years ago
- 高光谱遥感影像分类☆19Updated last year
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆15Updated last year
- t-Distributed Stochastic Neighbor Embedding applyed on the hyperspectral dataset and the generated feature maps.☆10Updated 2 years ago
- Pytorch toolbox for large-scale hyperspectral image classification using WHU-OHS dataset☆28Updated 8 months ago
- Deep Multiview Learning for Hyperspectral Image Classification☆26Updated 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
- A DEMO for "Attention-Based Second-Order Pooling Network for Hyperspectral Image Classification" (Xue et al., TGRS, 2021)☆28Updated 7 months ago
- A cross-channel dense connection and multi-scale dual aggregated attention network for Hyperspectral image classification☆9Updated 4 months ago
- Code (Pytorch) of "Convolution Transformer Mixer for Hyperspectral Image Classification" GRSL-09/2022 Accepted.☆20Updated 2 years ago
- Deep Prototypical Networks With Hybrid Residual Attention for Hyperspectral Image Classification, JSTARS, 2020☆22Updated 2 years ago
- A high-resolution feature network image-level classification method for hyperspectral image☆9Updated 2 years 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
- Supervised Contrastive Learning-Based Unsupervised Domain Adaptation for Hyperspectral Image Classification☆20Updated 7 months ago
- Hyperspectral Image Classification with Multi-attention Fusion Network-code☆35Updated 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
- Comparative analysis of different feature extraction techniques for hyperspectral image classification.☆17Updated 6 months ago
- ☆12Updated 3 years ago