Facebook passes you a user_id
parameter with the user's Facebook user ID.
Their picture is at https://graph.facebook.com/<user id>/picture
.
Example: https://graph.facebook.com/70601113/picture for me.
See: https://developers.facebook.com/docs/reference/api/using-pictures/