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Blind Denoising of Mixed Gaussian-impulse Noise by Single CNN

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BdCNN

The code is associated with the following paper:

Ryo Abiko, and Masaaki Ikehara. "Blind Denoising of Mixed Gaussian-impulse Noise by Single CNN." ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2019.

Noisy image Denoised image Ground truth image

Requirements

  • MATLAB ( < R2019a)

Usage

run demo.m

If GPU is available, MATLAB will run the code on GPU automatically. To select the GPU, run gpuDevice(number) before running the demo file.

Citation

Please cite this paper if you use this code.

@inproceedings{abiko2019blind,
  title={Blind Denoising of Mixed Gaussian-impulse Noise by Single CNN},
  author={Abiko, Ryo and Ikehara, Masaaki},
  booktitle={ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
  pages={1717--1721},
  year={2019},
  organization={IEEE}
}

For further information, please contact: {abiko, ikehara}@tkhm.elec.keio.ac.jp

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