Matlab has an example for "Unsupervised Image Denoising". Is there an example for "Supervised Image Denoising"?

To train a matching pairs of images for defferent applications, such as denoising, etc.

Answer 1

[Srivardhan Gadila]

The following are few relevant doc pages which might help you with your workflow or to get started (Note that it may not be the exact one you are looking for): Train and Apply Denoising Neural Networks, Get Started with GANs for Image-to-Image Translation, Deep Learning for Image Processing.

[John]

The "Unsupervised Image Denoising" with GAN does not work well for medical images. Hope there is a descent working example for "Supervised Image Denoising" to train paired noisy and good images. The Matlab Network seems to be more efficient and code looks more elegant than the MatConvNet.

Hope someone or Mathworks can point out or provide such an example with comments on how to customize it.

Thank you.