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It needs to be y1-1 because the outward facing interface is that we are computing array[y0:y1, x0:x1], so it should be integral[y1,x1] - integral[y0,x0]. The bounds check is useless, though.
I'll check this more carefully and commit the fix.
Shouldn't the lines 42 and 43 in file https://github.com/luispedro/mahotas/blob/master/mahotas/features/_surf.cpp be:
?
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