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6 votes
2 answers
2k views

How to Solve Image Denoising with Total Variation Prior Using ADMM?

I was looking at some articles or Wikipedia on denoising images using the Total Variation norm. The setup is the Rudin Osher Fatemi (ROF) scheme, and the corresponding equation is: $$ F(u)=\int_{\Omeg …
krishnab's user avatar
  • 257
4 votes
1 answer
568 views

How to Solve an Image Deblurring Problem by Variational Methods Using ADMM?

I just wanted to understand how to set up that optimization with this particular deblurring problem, in particular setting up the regularization term $|Du|^2$. …
krishnab's user avatar
  • 257