Multiple regions/signature in i.class
Michael Shapiro
shapiro at zorro.cecer.army.mil
Mon Nov 9 12:59:45 EST 1992
I assume you mean that you would like i.class to allow you to
define 2 or more polygons that form a single class instead of
assuming that each polygon is a unique class. It can't be done
with i.class now.
You could get around this by using r.reclass to combine the
classes i.class forced you to separate. This may result in a good
classification and it may not. If the spectral variance would be
large if both classes were combined before classifiying, the
results wouldn't be good. But with the was i.class works now,
reclassifying after classification kmight give good results.
There will be a new program (i.gensig) that will allow multiple
regions to be considered as the same class and have a common
signature. It will be part of 4.1 However it is not part of
i.class. You will have to construct the "training polgons" by
digitizing them using an image as the backdrop. i.gensig will
take this training map and construct signatures for the class you
have defined. You would used either v.digit or r.digit (to be part of
4.1) to create the training map. However, you will not get the
feedback i.class gives you to know if you have constructed "reasonable"
signatures as you create the trainging map. i.gensig was designed to
generate signatures for maps that were ground truthed in part of
the study area.
|
|I have been experimenting with i.class to perform a supervised
|classification of a SPOT image. Could someone please tell me if
|it is possible to define multiple regions for a single
|information class (or signature)? I would like to identify
|agricultural fields planted in particular crops and some of these
|are relatively small. Therefore, I would like to build a signature
|around several training sites in order to increase my
|sample of DNs for each class. Thanks in advance!
|
|
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Michael Shapiro U.S. Army CERL
email: shapiro at amber.cecer.army.mil Office of GRASS Integration
phone: (217) 373-7277 P.O. Box 9005
fax: (217) 373-7222 Champaign, Ill. 61826-9005
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