Good afternoon,
Thanks so much for your usefull reply.
I'm taking the liberty to ask a little aditionnal question.
Still for segmentation needs, i plan to set for the input data, not only the 
multi spectral data (B,G,R,PIR) but also
ndvi, texture, DEM...And before to stack all these variables (and before to 
plan to run a PCA for reduce the information), could you confirm to that i need 
to rescale all the variables  ? For example, for the NDVI (default Values from 
-1 to 1), i need to rescale its from 0 to 255 (if my multi spectral data is 
encoded on 8 bits unsigned). And i have to the same rescaling for others 
variables?
Thank so much.


De : Veronica Andreo <veroand...@gmail.com>
Envoyé : mardi 4 mars 2025 23:33
À : Laurent CELATI <lcel...@biotope.fr>
Cc : grass-user@lists.osgeo.org
Objet : Re: [GRASS-user] Segmentation : how to add texture criterion ? (not 
only colour/spectral variable)

Hello Laurent,

You might want to check i.segment [0] within the core tools of GRASS and 
i.segment.uspo [1] for unsupervised parameter optimization within GRASS 
extensions. Also, there are  nice papers by Grippa et al [2] and Georganos et 
al [3] that show the segmentation/OBIA workflow within GRASS.

To include texture rasters within segmentation, have a look at r.texture [4] 
tool in GRASS. What I usually do is to estimate textures from a panchromatic 
higher res band.

hth,
Vero

[0] https://grass.osgeo.org/grass-stable/manuals/i.segment.html
[1] https://grass.osgeo.org/grass-stable/manuals/addons/i.segment.uspo.html
[2] https://doi.org/10.3390/rs9040358
[3] https://doi.org/10.3390/rs10091440
[4] https://grass.osgeo.org/grass-stable/manuals/r.texture.html

El mar, 4 mar 2025 a las 12:20, Laurent CELATI via grass-user 
(<grass-user@lists.osgeo.org<mailto:grass-user@lists.osgeo.org>>) escribió:

Hello.
My goal is to generate a relevant segmentation that would delimit the main 
physiopnomic units (homogenous areas). Up to now, I have done several tests 
with qgis and orfeotoolbox 9 with the OTB Generic Region merging module : 
GenericRegionMerging — Orfeo ToolBox 7.0.0 
documentation<https://www.orfeo-toolbox.org/CookBook-7.0/Applications/app_GenericRegionMerging.html>
 with those folowing settings

  *   input image : spot 6/7 satelite image (band blue, green, red, near 
infrared)
or Aerial french mapping agency images (50 cms bd ortho with green, red and 
near infrared).
  *   Homogenity criterion to use : Baatz & Schape
  *   Threshold for the criterion : 500
  *   Number of iterations`: 0
  *   Weight for the spectral homogeneity : 0.1
  *   Weight for the spatial homogeneity : 0.1
The result is rather interesting for certain areas, in particular crops areas, 
without too much vegetation. on the other hand, the method does not seems 
optimal, in particular for forest areas.
Perhaps for these forest areas, the color/spectral criterion is not relevant. 
It would be better to generate / integrate texture information? As far as i 
understood, this GRM OTB module is based only on spectral/colour criterion but 
not take into consideration texture information.
Are there other qgis/grass/ orfeotoolbox or whatever other segmentation module 
that takes into account not only the color criterion (spectral) but also 
texture information?
If this is not the case, should i create some kind of new raster (add a band to 
my existing color infrared raster) dedicated to texture and/or ndvi information?
Thanks so much for your guidances.
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--
Dra. Verónica Andreo
Investigadora Adjunta de CONICET
Instituto Gulich (CONAE - UNC)
Centro Espacial Teófilo Tabanera (CETT)
Falda del Cañete - Córdoba, Argentina
+54 3547 400000 int. 1153
https://eu01.z.antigena.com/l/ZU13wcvQ5667aVP9D4sxjNbhD6LbbftuuvORk3hL1tmpYxTPazkeg7p8G7sk-5CKnXF9kYTehe~Nff-Aao4OI18GgOQYVTFxlORVAIcSAxYI5PHLGQvJof4iQL2HlI-Pr_tx6mvuLVnNWU6dzTfmI83H3Xkfer_-3N7VC44PmiVWmzKTfHs-DXUSN1x
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