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This is the matlab implementation of "Denoising Hyperspectral Image with Non-i.i.d Noise Structure"
This project forked from xiangyongcao/nmog_rpca
This is the matlab implementation of "Denoising Hyperspectral Image with Non-i.i.d Noise Structure"
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} }
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