HAD100 DATASET
A Beachmark Dataset for Hyperspectral Anomaly Detection

Download

HAD100 dataset can be downloaded from Baidu Disk （code: 1234） or Google Drive.

After unzipping the downloaded HAD100.zip, you can run the following command to obtain the dataset used in our paper:

  python main.py

Baselines

We have compared 17 hyperspectral anomaly detection methods plus two variants, and the evaluation results are shown below.

All the test results and evaluation code can be downloaded from Baidu Disk （code: 1234）or Google Drive.

Citation

If this dataset is helpful, please cite our following paper:

@ARTICLE{10073635,
  author={Li, Zhaoxu and Wang, Yingqian and Xiao, Chao and Ling, Qiang and Lin, Zaiping and An, Wei},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={You Only Train Once: Learning a General Anomaly Enhancement Network with Random Masks for Hyperspectral Anomaly Detection}, 
  year={2023},
  volume={61},
  number={},
  pages={1-18},
  doi={10.1109/TGRS.2023.3258067}}