Entries Tagged "face recognition"

Page 4 of 5

Facial Recognition of Avatars

I suppose this sort of thing might be useful someday.

In Second Life, avatars are easily identified by their username, meaning police can just ask San Francisco-based Linden Labs, which runs the virtual world, to look up a particular user. But what happens when virtual worlds start running on peer-to-peer networks, leaving no central authority to appeal to? Then there would be no way of linking an avatar username to a human user.

Yampolskiy and colleagues have developed facial recognition techniques specifically tailored to avatars, since current algorithms only work on humans. “Not all avatars are human looking, and even with those that are humanoid there is a huge diversity of colour,” Yampolskiy says, so his software uses those colours to improve avatar recognition.

Posted on May 4, 2012 at 6:31 AMView Comments

Developments in Facial Recognition

Eventually, it will work. You’ll be able to wear a camera that will automatically recognize someone walking towards you, and a earpiece that will relay who that person is and maybe something about him. None of the technologies required to make this work are hard; it’s just a matter of getting the error rate down low enough for it to be a useful system. And there have been a number of recent research results and news stories that illustrate what this new world might look like.

The police want this sort of system. I already blogged about MORIS, an iris-scanning technology that several police forces in the U.S. are using. The next step is the face-scanning glasses that the Brazilian police claim they will be wearing at the 2014 World Cup.

A small camera fitted to the glasses can capture 400 facial images per second and send them to a central computer database storing up to 13 million faces.

The system can compare biometric data at 46,000 points on a face and will immediately signal any matches to known criminals or people wanted by police.

In the future, this sort of thing won’t be limited to the police. Facebook has recently embarked on a major photo tagging project, and already has the largest collection of identified photographs in the world outside of a government. Researchers at Carnegie Mellon University have combined the public part of that database with a camera and face-recognition software to identify students on campus. (The paper fully describing their work is under review and not online yet, but slides describing the results can be found here.)

Of course, there are false positives—as there are with any system like this. That’s not a big deal if the application is a billboard with face-recognition serving different ads depending on the gender and age—and eventually the identity—of the person looking at it, but is more problematic if the application is a legal one.

In Boston, someone erroneously had his driver’s licence revoked:

It turned out Gass was flagged because he looks like another driver, not because his image was being used to create a fake identity. His driving privileges were returned but, he alleges in a lawsuit, only after 10 days of bureaucratic wrangling to prove he is who he says he is.

And apparently, he has company. Last year, the facial recognition system picked out more than 1,000 cases that resulted in State Police investigations, officials say. And some of those people are guilty of nothing more than looking like someone else. Not all go through the long process that Gass says he endured, but each must visit the Registry with proof of their identity.

[…]

At least 34 states are using such systems. They help authorities verify a person’s claimed identity and track down people who have multiple licenses under different aliases, such as underage people wanting to buy alcohol, people with previous license suspensions, and people with criminal records trying to evade the law.

The problem is less with the system, and more with the guilty-until-proven-innocent way in which the system is used.

Kaprielian said the Registry gives drivers enough time to respond to the suspension letters and that it is the individual’s “burden’” to clear up any confusion. She added that protecting the public far outweighs any inconvenience Gass or anyone else might experience.

“A driver’s license is not a matter of civil rights. It’s not a right. It’s a privilege,” she said. “Yes, it is an inconvenience [to have to clear your name], but lots of people have their identities stolen, and that’s an inconvenience, too.”

IEEE Spectrum and The Economist have published similar articles.

EDITED TO ADD (8/3): Here’s a system embedded in a pair of glasses that automatically analyzes and relays micro-facial expressions. The goal is to help autistic people who have trouble reading emotions, but you could easily imagine this sort of thing becoming common. And what happens when we start relying on these computerized systems and ignoring our own intuition?

EDITED TO ADD: CV Dazzle is camouflage from face detection.

Posted on August 2, 2011 at 1:33 PMView Comments

Extreme Authentication

Exactly how did they confirm it was Bin Laden’s body?

Officials compared the DNA of the person killed at the Abbottabad compound with the bin Laden “family DNA” to determine that the 9/11 mastermind had in fact been killed, a senior administration official said.

It was not clear how many different family members’ samples were compared or whose DNA was used.

[…]

Also to identify bin Laden, a visual ID was made. There were photo comparisons and other facial recognition used to identify him, the official said. A second official said that in addition to DNA, there was full biometric analysis of facial and body features.

EDITED TO ADD (5/5): A better article.

Posted on May 5, 2011 at 12:52 PMView Comments

The Mahmoud al-Mabhouh Assassination

Remember the Mahmoud al-Mabhouh assassination last January? The police identified 30 suspects, but haven’t been able to find any of them.

Police spent about 10,000 hours poring over footage from some 1,500 security cameras around Dubai. Using face-recognition software, electronic-payment records, receipts and interviews with taxi drivers and hotel staff, they put together a list of suspects and publicized it.

Seems ubiquitous electronic surveillance is no match for a sufficiently advanced adversary.

Posted on October 12, 2010 at 6:12 AMView Comments

No Smiling in Driver's License Photographs

In other biometric news, four states have banned smiling in driver’s license photographs.

The serious poses are urged by DMVs that have installed high-tech software that compares a new license photo with others that have already been shot. When a new photo seems to match an existing one, the software sends alarms that someone may be trying to assume another driver’s identity.

But there’s a wrinkle in the technology: a person’s grin. Face-recognition software can fail to match two photos of the same person if facial expressions differ in each photo, says Carnegie Mellon University robotics professor Takeo Kanade.

Posted on May 29, 2009 at 11:19 AMView Comments

Improvements in Face Recognition

Ignore the laughable “100% accurate” claim; this is an interesting idea:

Mike Burton, Professor of Psychology at Glasgow, and lecturer Rob Jenkins say they achieved their hugely-improved results by eliminating the variable effects of age, hairstyle, expression, lighting, different camera equipment etc. This was done by producing a composite “average face” for a person, synthesised from twenty different pictures across a range of ages, lighting and so on.

Not useful when you only have one grainy photograph of your target, but interesting research nonetheless.

Posted on February 11, 2008 at 7:18 AMView Comments

Sidebar photo of Bruce Schneier by Joe MacInnis.