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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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Kernel Initialization #60

Open riteshkumarumassedu opened 5 years ago

riteshkumarumassedu commented 5 years ago

Hi, Is there any specific reason behind going for "orthogonal" kernel initialization (keras version of the code) ? If you could share some domain knowledge in this regard, it would be really helpful.

ngcthuong commented 5 years ago

Check his FFDnet for more details

zaccharieramzi commented 4 years ago

But the original paper doesn't specify that the convolution kernels should be intialized with "orthogonal" right?