[R-sig-Geo] spatial analyses from picture
Marcel
marcel.au at web.de
Tue May 20 09:40:35 CEST 2014
Hello,
i think you can do that with Bio7 (OpenSource):
http://bio7.org
It integrates a R GUI
see: http://bio7.org/documentation/Main.html#toc-Section-4.6
and ImageJ GUI
see: http://bio7.org/documentation/Main.html#toc-Section-4.3
in one platform.
Images, selected image data and selection coordinates (of different
selection types) can be transferred to an R workspace.
see: http://bio7.org/documentation/Main.html#toc-Subsubsection-4.3.3.1
In addition you can transfer the results of a ImageJ Particle Analysis (e.g.
centroids, diameter, e.g.) from thresholded images directly to R:
http://rsbweb.nih.gov/ij/docs/guide/146-30.html#toc-Subsection-30.2
In your case you could threshold the different colours in ImageJ, select
them (Wand Tool) and send the shapes and pixels to R for a spatial analysis.
Or if you have more than one shape (pattern) with the same signature you can
make a Particle Analysis from thresholded images and send the results to a
ROI (Region Of Interest) Manager:
http://rsbweb.nih.gov/ij/docs/guide/146-30.html#sub:ROI-Manager...
The ROI measurements (pixels) and ROI selection data from the different
shapes can be transferred with two available actions in Bio7. In addition
you can transfer the selection data of a stack of images, too.
The results can be analyzed with R e.g. with the great spatstat package:
http://www.spatstat.org/
or maybe the rgeos package is useful for you:
http://www.inside-r.org/packages/cran/rgeos/docs/gDistance
Best regards
Marcel
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