My son-in-law is here and just looked at your photo. He's in the home renovation business. He said look underneath and there should be a pipe connection. Unscrew that and it will detach. Hope that helps.

Edit: Also pop the front off and unscrew from the wall. He said all in all it takes less than 5 minutes.