[GRASS-user] object-based classification (vs pixel-based)
Nikos Alexandris
nikos.alexandris at felis.uni-freiburg.de
Thu Nov 22 10:46:00 EST 2007
The i.smap module (
http://grass.itc.it/grass63/manuals/html63_user/i.smap.html ) can be
utilised for image segmentation. So I suppose you can use the segments for
an object-based classification (!).
More details in the manual or from the experts... !
Nikos.
Moritz Lennert-2 wrote:
>
> Hello,
>
> Some of my colleagues use eCognition for remote sensing data
> classification. After having done so for teaching, we are now looking
> into the possibilities of replacing proprietary with open source
> solutions in research.
>
> eCognition uses an object-based approach to classification as opposed to
> pixel-based. As they put it in their brochure:
>
> "The technology examines pixels not in isolation, but in context. It
> builds up a picture iteratively, recognizing groups of pixels as objects.
> Just like the human mind, it uses the color, shape, texture and size of
> objects, as well as their context and relationships to draw the same
> conclusions and inferences that an experienced analyst would draw."
>
> Is something like this possible in GRASS ?
> Or are there any other open source solutions using this approach ?
>
> Moritz
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