Entering Hong Kong

I am a Sri Lankan living in Japan; On my way back home, i am having an 18 hour layover at hong kong and wish to exit the airport in order to visit disneyland. do i need a visa before entering or can i get one upon arrival at hong kong? What documents do I need either way!? :)