Graph Cuts implementation
Marc de Klerk
deklerkmc at gmail.com
Mon Jul 1 03:40:30 EDT 2013
Hey Andy,
My apologies - I'm a few days late on replying, but here's a rundown:
- Graph-cut implementations (Cython and GPU) (I had not planned on
implementing alpha extension, I'll have to to my list of nice-to-haves)
- Grow-cut implementations (Cython and GPU)
- QuickShift implementation (GPU)
- A feasibility study of GPU algorithms and their integration into skim
age
My full proposal is at
https://google-melange.appspot.com/gsoc/proposal/review/google/gsoc2013/deklerkmc/1
Mmm, I'm not aware of any patent issues!! Could you point in the direction
where I can find out!?
Skimage isn't really planning on going the GPU route right now, Stéfan told
me they did have a GSOC student a couple years ago that worked on creating
an easily-switchable GPU backend, but it didn't materialize for a number of
reasons. One of the goals of this project is to see weather we should look
into it again though...
That's great! I could do with a hand - which seg algorithms did you do?
Caio,
Marc
On Saturday, June 29, 2013 5:00:28 PM UTC+2, amue... at ais.uni-bonn.de wrote:
>
> Hey Marc.
> I just saw that you are working on graph cuts and segmentation for
> skimage.
> That is pretty awesome. I'm super busy at the moment so I only sort of
> follow skimage at the time
> and I can't see melange.
> Could you shortly give an idea of what the goals of your GSOC are?
> Are you also planning to implement alpha-expansion? And what are the
> thoughts about the patent issues?
>
> Also, I seem to have completely missed the fact that skimage wants to do
> gpu now.
> Are there any pointers on how this is planned / what is already
> implemented?
>
> I implemented some of the segmentation algorithms in skimage and I'd
> really like to
> know what is happening and if I could help in any way.
> I also did some energy minimization stuff, but was a bit bummed out by
> the patent issues.
>
> Btw, the slic implementation is not identical with the reference
> implementation.
> If you want to work on segmentation, I think this should really be
> investigated ....
>
> Cheers,
> Andy
>
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