and to really confuse matters a bunch, I first decreased the -tilesizex and 
-tilesizey from 1024 to 256, and then increased it to 2048 to run some 
timing tests.  The last run completed!  For reference, the command is as 
follows:

otbcli_LSMSSegmentation -in  
/tmp/Brandt3_stip/WV02_20130220110706_103001001F6BB100_13FEB20110706-P1BS-500423517010_01_P002_filtered_range.tif
 
-inpos 
/tmp/Brandt3_stip/WV02_20130220110706_103001001F6BB100_13FEB20110706-P1BS-500423517010_01_P002_filtered_spat.tif
 
-out  
/tmp/Brandt3_stip/WV02_20130220110706_103001001F6BB100_13FEB20110706-P1BS-500423517010_01_P002_seg.tif
 
uint32 -ranger 30 -spatialr 5 -minsize 0 -tilesizex 2048 -tilesizey 2048 
-tmpdir  /tmp/Brandt3_tmp -cleanup 0

Because this error was triggered, and then cleared, by setting the 
tilesizex and -tilesizey size, I think I would consider this a bug and not 
an undocumented feature.

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