[GRASS-dev] new addon module: i.superpixels.slic - image segmentation using the SLIC segmentation method
Vaclav Petras
wenzeslaus at gmail.com
Mon Feb 6 20:09:38 PST 2017
Congratulations to the authors of i.superpixels.slic to a great
achievement! I've noticed lot of promising commits.
I've a suggestion to rename the one of the option called `k`. I think we
were recently changing a lot of options in modules from a letter to a more
descriptive name (num, number, pixels, num_pixels, ...?).
k=integer
Number of super pixels
Default: 200
I've also added an example, so please review or add. (I suppose combination
with i.segment can be included in another example.)
Vaclav
On Tue, Jan 31, 2017 at 1:19 PM, Moritz Lennert <
mlennert at club.worldonline.be> wrote:
> Dear all,
>
> Thanks to initial work by Rashad, extensively completed by Markus Metz,
> we now have a new addon module which allows to segment images into
> so-called superpixels, using the SLIC algorithm as proposed by Achanta
> et al [1].
>
> The module uses a spatially constrained kmeans algorithm to group
> neighboring pixels into larger ensemble, the "superpixels". These
> superpixels can be used as a specific form of segmentation by itself,
> or they can be used as seed input to i.segment's region-growing
> algorithm.
>
> Thank you very much to the two authors for the great work !
>
> Moritz
>
>
>
> [1] http://ivrl.epfl.ch/research/superpixels
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