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What is the best approach to normalize the image??

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Dynamic
Dynamic on 14 Sep 2021
Answered: Image Analyst on 26 Sep 2021 at 14:51
Hi, I am trying to generate some ground truth (Label) image for developing a deep learning algorithm to reduce the noise and enhancement simultaneously. However, some parts of the image are really affected by noise and artifacts. Please can you suggest to me what is the best way to normalize the image. I have previously applied median/mean/gaussian filtering, BM3D, NLM denoising approach. Please find the attached for a sample of image.

Answers (2)

yanqi liu
yanqi liu on 26 Sep 2021 at 7:50
sir, may be use some fft and filters to process.

Image Analyst
Image Analyst on 26 Sep 2021 at 14:51
For normalizing, try rescale() or mat2gray().
For denoising, I'm sure those techniques you tried should have worked.
For more image denoising methods, see the book:

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