How to separate details by color from raster?

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How to separate details by color from raster? Is it possible in ArcGIS or any other software? I have tried Spatial Analyst.

I want to use RGB .tiff image which is scanned map. It consists of all the details having different colors. I want to separate all details like roads, railway as they have different colors so that auto digitization by ArcScan tool will be easier.



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