# Registration Repository

This repository contains hyperspectral scenes used to perform registration algorithms.

## Information about the scenes

|           **Image**          | **Sensor** |   **Size**   | **Bands** | **Spatial Resolution (m/pixel)** |
|:------------------------:|:------:|:--------:|:-----:|:----------------------------:|
| Pavia University         |  ROSIS |  610x340 |  103  |              1,3             |
| Pavia Centre             |  ROSIS | 1096x715 |  102  |              1,3             |
| Indian Pines             | AVIRIS |  145x145 |  220  |              20              |
| Salinas Valley           | AVIRIS |  512x217 |  204  |              3,7             |
| Jasper Ridge 2006        | AVIRIS | 588x1286 |  224  |              3,3             |
| Jasper Ridge 2007        | AVIRIS | 588x1286 |  224  |              3,4             |
| Santa Barbara Front 2009 | AVIRIS |  470x900 |  224  |             16,4             |
| Santa Barbara Front 2010 | AVIRIS |  470x900 |  224  |             11,3             |
| Santa Barbara Line 2013  | AVIRIS | 769x1024 |  224  |             15,2             |
| Santa Barbara Line 2014  | AVIRIS | 769x1024 |  224  |             15,2             |

All images are in **MATLAB format**.

## References

* Indian Pines scene. [Purdue's univeristy MultiSpec site](https://engineering.purdue.edu/~biehl/MultiSpec/hyperspectral.html).

* Salinas scene. [Universidad del País Vasco](http://www.ehu.eus/ccwintco/index.php?title=Hyperspectral_Remote_Sensing_Scenes).

* Pavia University and Pavia Centre scenes. [Telecommunications and Remote Sensing Laboratory, Pavia University](http://tlclab.unipv.it/sito_tlc/home.do).

* Jasper and Barbara scenes were obtained from [AVIRIS Data Portal](https://aviris.jpl.nasa.gov/alt_locator/).

## Citation

If you use this dataset in your research project, we encourage you to please cite our work:

```
@article{alvaro2017hyfmgpu,
    title = {{GPU} Accelerated {FFT-based} Registration of Hyperspectral Scenes},
    journal = {IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
	year = {2017}, 
	volume = {10}, 
	number = {11}, 
	pages = {4869-4878}, 
    author = {Ord{\'o}{\~n}ez, {\'A}lvaro and Arg{\"u}ello, Francisco and Heras, Dora B},
    doi={10.1109/JSTARS.2017.2734052}
}
```

Or if you prefer to include a link to the repository, please use this page instead of linking the file directly:

```
@misc{registrationrepository,
	title = {Repository of hyperspectral images},
	author = {Ord{\'o}{\~n}ez, {\'A}lvaro and Arg{\"u}ello, Francisco and Heras, Dora B},
	howpublished = {\url{https://gitlab.citius.usc.es/hiperespectral/RegistrationRepository}},
	year = {2017},
	note = "[Online; accessed DD-MM-YYYY]"
}
```

## License

[![Creative Commons License](http://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png)](http://creativecommons.org/licenses/by/4.0/)
This work is licensed under a Creative Commons Attribution 4.0 International License.