#denoising #dictionary learning #scikit-learn
I am presenting an image denoising example that fully runs under my
local scikits-learn fork. Coming soon near you!
The 400 square pixels area covering Lena’s face was distorted by
additive gaussian noise with a standard deviation of 50 (pixel values
are ranged 0-256.)
The dictionary contains 100 atoms …
Closing in on the goal of integrating J. Mairal’s dictionary learning in
the scikit, I stitched together a couple of examples.
The code is not yet integrated according to our standards, but here is
the kind of results you can expect.
Here is how a dictionary obtained from 8x8 …
After a little busy while, I have graduated and entered the summer
vacation, which means time for serious GSoC work.
So we had a little conference in order to discuss what will be done and
when. We gathered quite a few code snippets since the official start of
the project …