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Image denoising using DnCNN

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Dennis deng
Dennis deng on 29 Aug 2019
Answered: Subhadeep Koley on 4 Sep 2019
In the function "denoisImage" example:
I = imread('cameraman.tif');
net = denoisingNetwork('dncnn');
noisyI = imnoise(I, 'gaussian', 0, 0.01);
denoisedI = denoiseImage(noisyI, net);
The input layer is with size [50 50 1], how does this function "denoiseIamge" process the image?
Does it partition the image into patches of size [50 50 1], and process each patch?

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Answers (1)

Subhadeep Koley
Subhadeep Koley on 4 Sep 2019
The implementation details of the dncnn can be found here.

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