There may be more going on in the backend then you can tell. Passing a SUBMIT value won't do you any good, because there is no name="" parameter in the tag, so it won't get passed anyway(at least on most browsers that I've seen).

Have a look at WWW::Mechanize. It may make this task a little easier.