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Feature Extraction - object based image analysis

If, by 'feature extraction', the colleague refers to classifying the 
raster imagery pixels into discrete categores (e.g., vegetation types),
I would suggest looking at the 'r.' and 'i.' components of  GRASS GIS, 
which of course integrates well with R.

Hope this helps.
Rick R
Rawlins, Barry G wrote: