Derek,

>> This seems to work good for one NITF, but for another I am getting some 
>> problems. It seems like the one with the problems  gets a copy created, but 
>> the images themselves are just all black.

This could depend on your viewer, there is one thread about something similar 
when using ArcGIS as the viewer, 
http://lists.osgeo.org/pipermail/gdal-dev/2010-October/026444.html

The -hist (or -mm or -stats) gdalinfo switches can be helpful to determine what 
is in your raster.  This also avoids how different viewers may view the file 
(although how viewers view the file may be your next problem).  

gdalinfo -mm (or -stats or -hist)

Bests, Eli
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