Determining the number of different pixel values

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09-01-2017 06:41 AM
Nick_Maloof
New Contributor II

Hi there.

I'm quickly gaining confidence and knowledge in the world of ArcGIS, but I still have much to learn. 

I am trying to perform an unsupervised classification on an orthorectified multispectral image. I'm aware that, in order to determine the number of classes I want, I need to know the number of different pixel values in the image. So, how can I effectively determine the number of pixel values in my image? 

Thanks!

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4 Replies
ChrisDonohue__GISP
MVP Alum

I don't know the exact answer, but did find some information that may be of help while poking around:

Number of classes: The number of classes generated during unsupervised classification should be about 10 times the number of bands in your image. For example, if you are working with multispectral red, green, blue and NIR bands, then the number here will be 40 (4 classes x 10).

Source:  Supervised and Unsupervised Classification in ArcGIS - GIS Geography 

Raster dataset attribute tables—Help | ArcGIS for Desktop 

Also, adding Imagery and Remote Sensing for greater exposure.

Chris Donohue, GISP

Nick_Maloof
New Contributor II

Alright. Then I assume I would reclassify the image after I define my initial classes?

Also, thank you very much. 

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ChrisDonohue__GISP
MVP Alum

Which specific process are you using to do the Unsupervised Classification?  If it is this one

Iso Cluster Unsupervised Classification—Help | ArcGIS for Desktop 

the results will be a classified output.  You can then Reclassify if desired.

Chris Donohue, GISP

Nick_Maloof
New Contributor II

Oops, sorry I forgot to specify. Yep - the Iso Cluster Unsupervised Classification. Gotcha. Thanks again Chris!

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