Hints: Visual Studio (version 2005)
Image interpolation
Wherever possible, specify the faster version of the interpolation method (preceded by an asterisk):
image_out = interp2(image_in,xx,yy,'*linear');
Array indexing
Indexing into a large array can be very slow - don't repeatedly do it within a loop.