Show permalinks with image title instead of post title

Hi! My site: http://www.hotaphrodite.com/. As you can see, it's pretty much like a tumblr; my posts aren't going to have neither title nor text. I want to make my posts permalinks look like http://www.hotaphrodite.com/image-title. How do I do that?

Thanks!