Can Spectral Information Work While Extracting Spatial Distribution? — An Online Spectral Information Compensation Network for HSI Classification
Tensorflow implementation of OSICN for hyperspectral image classification.
Install Tensorflow 2.4.0 with Python 3.8.
The HSI datasets used in this psper can be downloaded from the following websites:
https://www.ehu.eus/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes
http://rsidea.whu.edu.cn/resource_WHUHi_sharing.htm
https://hyperspectral.ee.uh.edu/?page_id=1075
Please first change the path in the code, and then run ('GPU_Number' can be selected as '0, 1, 2...'):
CUDA_VISIBLE_DEVICES=GPU_Number python ./OSICN.py
Please note that the results may be varied due to differences in the training of the network.
Can Spectral Information Work While Extracting Spatial Distribution? — An Online Spectral Information Compensation Network for HSI Classification
Please kindly cite our paper if you find it's helpful for your work. Thank you!