When I was in college we had to use Matlab, a real expensive yet quite useful software suite for math, control systems and DSP or whatever. I even programmed image processing techniques using it. However, there is Sci-lab!
It is basically the same as Matlab but free. I guess this is the best open source software ever made along with Gimp.