This repository provides the code for the methods and experiments presented in our paper 'Grouped Multi-Attention Network for Hyperspectral Image Spectral-Spatial Classification'. You can find the PDF of this paper on: https://ieeexplore.ieee.org/document/10091142
If you have any questions, you can send me an email. My mail address is liumengkai@hnu.edu.cn.
path to dataset:
├─Data
├─PaviaU
├─PaviaU.mat
├─PaviaU_gt.mat
├─PaviaU_eachClass_20_train_1.mat
├─PaviaU_eachClass_20_test_1.mat
...
├─salinas
├─Salinas_corrected.mat
├─Salinas_gt.mat
├─salinas_eachClass_20_train_1.mat
├─salinas_eachClass_20_test_1.mat
...
├─Houston
├─Houston.mat
├─Houston_gt.mat
├─Houston_eachClass_20_train_1.mat
├─Houston_eachClass_20_test_1.mat
...
split_Dateset.py
myNet_new.py
If you find this paper useful, please cite:
Ting Lu, Mengkai Liu, Wei Fu and Xudong Kang, "Grouped Multi-Attention Network for Hyperspectral Image Spectral-Spatial Classification," in IEEE Transactions on Geoscience and Remote Sensing, vol. 61, pp. 1-12, 2023, Art no. 5507912, doi: 10.1109/TGRS.2023.3263851.