No, I'm the same. I can recall a particular picture I've seen of someone's face, but I find it difficult to imagine someone's face without that cue.
Picturing people close to me is way harder. Maybe because I picture the famous people more as "objects" in my brain? Maybe I'm used to see them in still pictures and thus it's easier for me to recall that picture as a cue? Maybe I have so many stimuli associated to people closer to me that my brain can't decide on which one to cue from?
Qualia are so intriguing.