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

Question

John 2021-12-22

0
链接

此问题的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1616200-matlab-has-an-example-for-unsupervised-image-denoising-is-there-an-example-for-supervised-image

评论： John 2022-2-28

采纳的回答： Srivardhan Gadila

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

0 个评论
显示 -2更早的评论隐藏 -2更早的评论

请先登录，再进行评论。

请先登录，再回答此问题。

Answer 1

Srivardhan Gadila 2022-1-2

0
链接

此回答的直接链接

https://ww2.mathworks.cn/matlabcentral/answers/1616200-matlab-has-an-example-for-unsupervised-image-denoising-is-there-an-example-for-supervised-image#answer_866530

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.

1 个评论
显示 -1更早的评论隐藏 -1更早的评论

John 2022-2-28

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.

请先登录，再进行评论。