What do you have to hide? /s
http://www.nydailynews.com/news/world/man-disguised-woman-we...
http://www.mirror.co.uk/news/world-news/suicide-bomber-disgu...
http://www.telegraph.co.uk/news/uknews/terrorism-in-the-uk/1...
www.express.co.uk/news/uk/585432/White-man-burka-arrested-bomb-town-centre-Watford-army
Yes the looks are ridiculous, but most fashion starts out that way. People often look for ways to stand out and being "retro" could enhance the cool factor.
What does someone care if a mugger's facial recognition software "flags" them? And who exactly is being flagged? And if a security surveillance system flags you what is the consequence? Who does that consequence apply to?
http://www.bbc.com/news/technology-35111363
> "What you can do now is link your face-recognition system to Facewatch and it will pull down the watch list that's relevant for your premises and your group," he says. "Then, if someone walks into your premises, it will send you an alert."
So if you have a criminal record, or your face somehow ends up in that database, you could find yourself followed around shops and asked (or told) to leave. These sorts of massive watch lists aren't feasible with merely human recognizers.
I was working on a project with OpenCV a few years ago. After a few embarrassing incidents I had to add a kludge whereby if it detected a small face directly above a big face, it was to discard the big one.
It turns out that the torsos of portly women with large breasts make ideal face candidates.