dataset_for_training
Authors/Creators
Description
Training data
https://doi.org/10.5281/zenodo.14391084
Description of the data and file structure
The uploaded data contains two ZIP files: one is the original hyperspectral image (original_data_v2.zip), and the other is the hyperspectral image processed by VCA (data_v2.zip).
The data used for training is from data_v2.zip, which is the pre-processed file. Note: The preprocessing files are merely the results of preprocessing before training and should not be considered as the files to be compressed. This process can be performed in memory; however, for convenience in demonstration, the results are saved as MAT files.
Files and variables
File: original_data_v2.zip
Description: The uncompressed file.
File: data_v2.zip
Description: The pre-processed file.
Access information
Data was derived from the following sources:
- Chikusei Dataset: https://naotoyokoya.com/Download.html
- Matiwan Dataset: https://aistudio.baidu.com/datasetdetail/100218
- DFC2018 Houston Dataset: http://dase.grss-ieee.org
- Pavia Centre, and Cuprite Dataset: Dataset: https://www.ehu.eus/ccwintco/index.php/Hyperspectral_Remote_Sensing_Scenes
- Indian Pines Dataset: https://purr.purdue.edu/publications/1947/1
- Jasper Ridge Dataset: https://lesun.weebly.com/hyperspectral-data-set.html
Files
data_v2.zip
Additional details
Identifiers
Dates
- Available
-
2026-01-22