Can I set a default featured image for a category?

I’m setting up a site with a theme that takes advantage of the “featured image” feature of WordPress. Since my end users are not the most tech saavy in the world, I’d like to set things up so that the categories would have a default “featured image” assigned to the post. In the event of multiple categories assigned to a post, then it would simply take the first one.