[GRASS-dev] new addon module: i.superpixels.slic - image segmentation using the SLIC segmentation method

Moritz Lennert mlennert at club.worldonline.be
Tue Jan 31 10:19:12 PST 2017


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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