Cover Art for Media Folders

Using Apple TV2
IOS 5.0

I have my media broken down into folders (i.e. Action, Horror, etc…)
How can I use a picture I choose as the folder art for each of these folders?

Put the image you want to use as a folder.jpg file inside the folder should do it.