https://graph.facebook.com/michaelfairley/picture?type=large for the picture.
Friends can be accessed similarly, but require an access token (_any_ access token, not just the user's that you're inspecting.
More details at Facebook's API docs: https://developers.facebook.com/docs/reference/api/user/