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cszn / DnCNN

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
https://cszn.github.io/
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Where can I get train400 dataset? #42

Closed onwn closed 6 years ago

onwn commented 6 years ago

The train400 data from BSD dataset is used for training it, following those works:

Chen, Yunjin, and Thomas Pock. "Trainable nonlinear reaction diffusion: A flexible framework for fast and effective image restoration." IEEE transactions on pattern analysis and machine intelligence 39.6 (2017): 1256-1272. Schmidt, Uwe, and Stefan Roth. "Shrinkage fields for effective image restoration." Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. 2014.

and well, I couldn't find a list of these 400 images(and also tried to find the exact image files like BSD68, but couldn't). What are these and how can I get them?

cszn commented 6 years ago

See https://github.com/cszn/DnCNN/tree/master/TrainingCodes/DnCNN_TrainingCodes_v1.0/data/Train400 and https://github.com/cszn/DnCNN/tree/master/TrainingCodes/DnCNN_TrainingCodes_v1.1/data/Test/Set68

onwn commented 6 years ago

Thank you and closing it.

yu-yi commented 2 years ago

excuse me, where can I get code of the article Chen, Yunjin, and Thomas Pock. "Trainable nonlinear reaction diffusion: A flexible framework for fast and effective image restoration." IEEE transactions on pattern analysis and machine intelligence 39.6 (2017): 1256-1272.