/NMoG_RPCA

This is the matlab implementation of "Denoising Hyperspectral Image with Non-i.i.d Noise Structure"

Primary LanguageMATLAB

The DATA folder contains two HSI data sets: Washington DC Mall and RemoteImage, which can be used in simulation experiment.

The six Demo_*.m files show differnt noise case in Washington DC Mall. You can just change variable 'filename' to see the performance in other dataset. 
More information can be found in:

[1] Chen, Y., Cao, X., Zhao, Q., Meng, D., & Xu, Z. (2017).  Denoising Hyperspectral Image with Non-iid Noise Structure.
IEEE Transactions on Cybernetics. (In press)


If you use this code, please cite the following paper:

@article{chen2017denoising,
   title={Denoising Hyperspectral Image with Non-iid Noise Structure},
   author={Chen, Yang and Cao, Xiangyong and Zhao, Qian and Meng, Deyu and Xu, Zongben},
   journal={IEEE Transactions on Cybernetics},
   year={2017}
 }