Have a layover of 9hrs from Manila to Hong Kong then Dubai, do i need visa to go out?

Hi, My girlfriend and I both have Philippine passport and are travelling from Dubai to Hong Kong then Manila and when returning back to Dubai, we have a 9hrs layover in Hong Kong. Can we go out at the airport? We actually just want to visit Hong Kong Disneyland before going back to Dubai, if possible. Awaiting for your response. Thank you!!