They're not supposed to learn things like that, it will affect their close rates
--dave
My local Chief of Police has fought for years to get his people to "keep the peace" instead of "show high case-closed numbers". He's started to succeed, and the crime rates are going down, but he's been rewarded by budget cuts and being phased out for being too expansive... Bummer!
You need as many 9's after the decimal point as you have digits in (N * N-1). As N is unbounded and accuracy is bounded, you get screwed. It's fine for a 10-person company (90 comparisons, negligable false positives) It's out of the question for airports (10,000 * 9,999 comparisons)
As the ARPAnauts would say "it doesn't scale"
It's TERRIBLE public policy for people to be pulled aside for mere physical resemblance to a third person. A person the cop's never seen, and only has a photo of, but they've been told by a computer that this is the person in the photograph.
And computers are never wrong
better technology doesn't help enough!
To oversimplify, if you have 1 error in a thousand, and you have 10,000 (crooks + innocent people), you do (10,000 * 9,999) comparisons and get 99,990,000 / 1,000 = 9,990 errors. In stats, it's a selection of every two persons out of 10,000.
It's really something like (select one of 100 crooks from 10,000 innocents), but it's still an insanely huge number of comparisons. Hoeever good your technology, adding more people will give you (N * N-1) more chances of getting an error.
Facial recognition vendors are very careful to NOT report their error rates in ways that expose this problem: it's the "elephant in the room" for that industry. And that includes Siemens, my former employer.
ABSTRACT
This article argues that our current laws on the topic are counterproductive, because they protect child molesters instead of bringing them to justice, they criminalize a generation of normally-behaving teenagers which diverts valuable police resources from the criminals we should be going after, and they lead to censorship and electronic book burning as well as unacceptable collateral damage to innocent families. Child abuse as such is not condoned by anybody, and this article argues that current laws are counterproductive in preventing and prosecuting it.
In http://falkvinge.net/2012/09/0... The abstract is there because the title of the article will enrage the folks doing the prosecution...
Work is the crab grass in the lawn of life. -- Schulz