MinatoRyu007 / CNN-Swin
Hyperspectral image classification network using a combination of cnn feature extraction and a small Swin transformer.
☆12Updated last year
Alternatives and similar repositories for CNN-Swin:
Users that are interested in CNN-Swin are comparing it to the libraries listed below
- 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…☆13Updated 4 years ago
- BS2T: Bottleneck Spatial–Spectral Transformer for Hyperspectral Image Classification.☆16Updated 2 years ago
- This is the code of the paper CS2DT: Cross Spatial–Spectral Dense Transformer for Hyperspectral Image (HSI) Classification.☆11Updated last year
- Heterogeneous Few-shot Learning for Hyperspectral Image Classification☆17Updated last year
- Demo codes for papers "Channel-Layer-Oriented Lightweight Spectral-Spatial Network for Hyperspectral Image Classification" and "Ghostnet …☆12Updated last year
- Landcover classification using the fusion of HSI and LiDAR data.☆14Updated 2 years ago
- This is an implementation of TRGS paper:Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Fra…☆13Updated 2 years ago
- Code (Pytorch) of "Multiple vision architectures-based hybrid network for hyperspectral image classification" ESWA-07/2023 Accepted.☆14Updated last year
- A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”☆16Updated last year
- MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning, TGRS, 2025☆8Updated 2 months ago
- CTF-SSCL: CNN-Transformer for Few-shot Hyperspectral Image Classification Assisted by Semisupervised Contrastive Learning, TGRS, 2024☆12Updated 7 months ago
- Unsupervised Meta Learning With Multiview Constraints for Hyperspectral Image Small Sample set Classification☆19Updated 2 years ago
- Johnysama22 / Local-Semantic-Feature-Aggregation-Based-Transformer-for-Hyperspectral-Image-ClassificationLocal Semantic Feature Aggregation-Based Transformer for Hyperspectral Image Classification☆9Updated last year
- Zhu Han, Jin Yang, Lianru Gao, Zhiqiang Zeng, Bing Zhang, Jocelyn Chanussot. Dual-Branch Subpixel-Guided Network for Hyperspectral Image …☆17Updated last month
- HSIMAE: A Unified Masked Autoencoder with large-scale pretraining for Hyperspectral Image Classification☆17Updated 8 months ago
- Attention based Dual-Branch Complex Feature Fusion Network for Hyperspectral Image Classification☆12Updated last year
- The official released demo of Tang Xu's group about the hyperspectral images classification☆19Updated 2 weeks ago
- Code (Pytorch) of "Convolution Transformer Mixer for Hyperspectral Image Classification" GRSL-09/2022 Accepted.☆24Updated 2 years ago
- The repository contains the implementation of the paper "SwinMSP: A Shifted Windows Masked Spectral Pretraining Model for Hyperspectral I…☆12Updated 8 months ago
- A DEMO for "DSR-GCN: Differentiated-Scale Restricted Graph Convolutional Network for Few-Shot Hyperspectral Image Classification" (Xue et…☆11Updated 10 months ago
- This is a code demo for the paper "_Masked Self-Distillation Domain Adaptation for Hyperspectral Image Classification_" in IEEE TGRS 2024…☆11Updated 7 months ago
- PyTorch implementation for hyperspectral image classification. Implemented networks including: TPPI-Net, 1D CNN, 2D CNN, 3D CNN, SSRN, pR…☆16Updated 2 years ago
- A PyTorch implementation of paper: Hyperspectral Image Classification Based on 3-D Octave Convolution With Spatial–Spectral Attention Net…☆16Updated 2 years ago
- The code for “Grafting Transformer Module on Automatically Designed ConvNet for Hyperspectral Image Classification”☆21Updated last year
- [TGRS 2020] The official repo for the paper "Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image C…☆45Updated last year
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Updated last year
- A DEMO for "S3Net: Spectral-Spatial Siamese Network for Few-Shot Hyperspectral Image Classification" (Xue et al., TGRS, 2022)☆40Updated last year
- This is a code demo for the paper "Few-shot Hyperspectral Image Classification with Self-supervised Learning"☆19Updated last year
- Multi-direction Networks with Attentional Spectral Prior for Hyperspectral Image Classification, TGRS, 2021.☆21Updated 2 years ago
- A high-resolution feature network image-level classification method for hyperspectral image☆10Updated 2 years ago