Sure, it's possible. First you get out your plasma cutter, Sawzall, and 4" cutoff wheels...
But seriously folks...I've never tried removing inner fenders individually, but I have tried to install them after the fenders and it was virtually impossible. At the very least you'd have to loosen the outer fenders so much that you might as well just remove them.