A Lebanese passport holder working in Dubai want to go to Macau

Hi, I'm a Lebanese passport holder who is working in Dubai and wanting to visit Macau. The plan is to take a flight to Hong Kong, and then take the ferry to Macau from the airport, without actually entering Hong Kong. Do I require to have a Hong Kong Visa even through I'm just passing transit and not entering it? Thx. May