It is strange how this isn't a preference on your Google account.
This page also links to a GreaseMonkey script which does the job too.
There is also a URL hack. Append the following to the end of the URL and it will display using the old version
Add &sout=1 to the end of your search URL - it will give you the results in the old image search format.