Suppose someone found a way to passively and remotely read people's minds. And as a result you can't go anywhere in public unless you were OK with your thoughts being captured and recorded. You could see how that would suck right? And the potential for abuse? Might be great for the police I suppose, and would probably lower the crime rate. But would you want to live like that? Facial recognition isn't that extreme of course, but they are both in the privacy ball park, at least in my opinion. So maybe its just a matter of degree...like what you're willing to put up with / feel comfortable with.
Can a trained chimp do that now? No.
Can a trained chimp recognise a face. Yes.
Computer facial recognition is simply digitising human workflow, like converting a speech to text. I assume people also have a similar problem with electronic transcription or 'word recognition technology'.
Scanning peoples brains and reading their thoughts is literal mind reading science fiction.
"Computer facial recognition is simply digitising human workflow" I get that, but that one simple change comes with a tremendous increase in power and responsibility. And I'm not convinced the pros outweigh the cons. Maybe if there was an "opt-in" clause then I'd be a little less concerned. Like "If you want the government to keep an eye on you and a record of everywhere you go, sign here."
There are no reason that laws should authorise mass automated face recognition without a judge approval and/or without any crime being committed on the footage.
As far as I know nothing proposed here would prevent facial recognition in case-by-case crime situations like you suggest.