Create cases via email

I've been testing out the system and am curious if there's a way to create new cases by someone sending an email to a certain address.

I went into the settings and modified the "Support Mail Configuration" to create an email that I thought would do this, but it didn't work when I tested.

Can anyone help me out?

Thanks!