Replace CGS search button with image

Hi there,
when using the awful native Wordpress search system, I was able to replace the search button with an image thus:

<input type="image" value="Search" id="searchsubmit" src="http://blah.com/images/search-button.png">

Is it possible to do the same thing with you new and vastly improved Custom Google Search button?