Just stumbled upon a free image stitcher by the Microsoft Research Labs. It seems to be very fast and accurate at the same time.

It’s called ICE (Image Composite Editor) you can download it here: http://research.microsoft.com/en-us/um/redmond/groups/ivm/ice/