基于CNN的图像去噪算法附matlab代码含运行结果.zip

# 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| |:--:|:--:|:--:| |<img src="images/noisy_image.png" width=70%>|<img src="images/denoised_image.png" width=70%>|<img src="images/barbara.png" width=70%>| ## 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