B-Xi / TGRS-GSC-VIT

The Code for "Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network" Link:https://ieeexplore.ieee.org/document/10472541

Version:

pytorch 1.11.0 py3.7_cuda11.3_cudnn8_0

python 3.7.13

GPU: RTX2080Ti

Citation:

Please kindly cite this paper if the code is useful and helpful for your research.

@ARTICLE{10472541,
  author={Zhao, Zhuoyi and Xu, Xiang and Li, Shutao and Plaza, Antonio},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={Hyperspectral Image Classification Using Groupwise Separable Convolutional Vision Transformer Network}, 
  year={2024},
  volume={62},
  number={},
  pages={1-17},
  keywords={Convolution;Feature extraction;Transformers;Computational modeling;Hyperspectral imaging;Standards;Convolutional neural networks;Groupwise separable convolution (GSC);groupwise separable multihead self-attention (GSSA);hyperspectral image classification (HSIC);vision transformer (ViT)},
  doi={10.1109/TGRS.2024.3377610}}