DEMO:

Put Mouse Here To Show Image











UPDATE: since i wrote this article, a new way of doing the same with less code can be accomplish with jquery. if you have not installed jquery in your web page, you really need to check it out.
New Way: How To Show Picture On Mouseover With Jquerytutorial