While developing an facebook app – AWESOME PICS, I came to know that facebook doesn give access to the bigger profile picture of an user directly. I mean there is no easy way like http://graph.facebook.com//picture?type=large. Thus if you are working on an app which uses large pictures, you might fetch the larger profile pic in the following ways. I know its tedious. But as of now these are the only ways available.