I would say they are a bit different. "Dreaming of" sounds like something in the future whereas "dreaming about" sounds like what you are literally dreaming about now, like "I'm talking about ....." There is some overlap and people are not always that fussy but I would definitely use "dreaming of" in this case. Like the song goes "I'm dreaming OF a White Christmas..."