%
% SPRLT-Net: Local Transformer With Spatial Partition Restore Network for Hyperspectral Image Classification.
%
% This demo shows the SPRLT-Net model for hyperspectral image classification.
%
% main.py ....... A main script executing experiments upon IP, PU, and HU data sets.
% data.py ....... A script implementing various data manipulation functions.
% util.py ....... A script implementing the sample selection function and etc.
% sprltNet.pyd ....... A script implementing the sprlt models.
% train_test.py ....... A script implementing the training function and test function etc.
% visualization.py ....... A script implementing the visualization for model.
% /datasets ............... The folder including the IP, PU, and HU data sets, where "DS" represents spatially disjoint.
% /models ...............The folder storing training models.
% /classification_maps .......... The folder storing classification results.
%
% --------------------------------------
% Note: Required core python libraries
% --------------------------------------
% 1. python 3.7
% 2. pytorch >= 1.7.0
% 3. einops
% 4. scipy = 1.5.4
% 5. opencv-python 4.4.0.46
% 6. sklearn
% 7. matplotlib = 3.3.0
% 8. numpy = 1.19.2
% --------------------------------------
% Cite:
% --------------------------------------
%
% [1] Z. Xue, Q. Xu, M. Zhang. Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 4307-4325.
%
% --------------------------------------
% Copyright & Disclaimer
% --------------------------------------
%
% The programs contained in this package are granted free of charge for
% research and education purposes only.
%
% Copyright (c) 2022 by Zhaohui Xue & Qi Xu
% [email protected] & [email protected]
% --------------------------------------
% For full package:
% --------------------------------------
% https://sites.google.com/site/zhaohuixuers/
-
Notifications
You must be signed in to change notification settings - Fork 1
ZhaohuiXue/SPRLT-Net
Folders and files
Name | Name | Last commit message | Last commit date | |
---|---|---|---|---|
Repository files navigation
About
A DEMO for “Local Transformer With Spatial Partition Restore for Hyperspectral Image Classification (Xue et al., JSTARS, 2022)”
Resources
Stars
Watchers
Forks
Releases
No releases published
Packages 0
No packages published