danaroth/dstrans

Description

This repository contains weights associated to the Dual-Stream Transformer (DSTrans) network for hyperspectral image superresolution.

In particular the scale ratio factor for the superresolution problem is:

• Dstrans_Cave_x4.pth: scale of 4 for the CAVE dataset;
• Dstrans_Cave_x8.pth: scale of 8 for the CAVE dataset;
• Dstrans_Harvard_x4.pth: scale of 4 for the Harvard dataset.

The weigths were originally collected from:

https://github.com/yudadabing/WACV2023_Dual-Stream-Transformer-for-Hyperspectral-Image-Restoration

Credits

If you use these weights please cite:

@InProceedings{Yu_2023_WACV,
    author    = {Yu, Dabing and Li, Qingwu and Wang, Xiaolin and Zhang, Zhiliang and Qian, Yixi and Xu, Chang},
    title     = {DSTrans: Dual-Stream Transformer for Hyperspectral Image Restoration},
    booktitle = {Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)},
    month     = {January},
    year      = {2023},
    pages     = {3739-3749}
}