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Algorithms Can Make You Pretty

caffeinemessiah writes "The New York Times has an interesting story on a new algorithm by researchers from Tel Aviv University that modifies a facial picture of a person to conform to standards of attractiveness. Based on a digital library of pictures of people who have been judged 'attractive,' the algorithm finds the nearest match and modifies an input picture so it conforms to the 'attractive' person's proportions. The trick, however, is that the resultant pictures are still recognizable as the original person. Here's a quick link to a representative picture of the process. Note that this is a machine-learning approach to picture modification, not a characterization of beauty, and could just as easily be used to make a person less attractive." Note: As reader Trent Waddington points out, the underlying research was mentioned in an earlier story as well.

18 of 288 comments (clear)

  1. Oh great, just what the world needs. by Lumpy · · Score: 5, Insightful

    A way for people to fake their online photos in a way that when you finally meet them IRL you go ... AAAGH! What ... happened.. .to you... Car accident?

    --
    Do not look at laser with remaining good eye.
    1. Re:Oh great, just what the world needs. by JesseL · · Score: 5, Funny

      Apparently you've never heard of the MySpace Angles.

      --
      "Prefiero morir de pie que vivir siempre arrodillado!"
    2. Re:Oh great, just what the world needs. by svnt · · Score: 5, Funny

      My favorite line:

      "the difference is so subtle that it just shows how insignificant it is. We're talking about a few inches maybe and a slightly changed perception."

      "A few inches maybe"?! How big are these faces? Jesus Christ, a few inches and I'd be able to sniff my eyelids.

  2. Fox news already does this by MarkusQ · · Score: 5, Interesting

    and could just as easily be used to make a person less attractive.

    Fox "News" already does this when they're running stories about reporters from other news outlets.

    --MarkusQ

  3. Hulk not ugly! Hulk rugged! by Bwana+Geek · · Score: 5, Funny

    From TFA: "Irregular beauty is the real beauty," said Dr. Banner, adding that such attempts to measure beauty are driven culturally by sameness, making everyone look alike.

    I agree with Dr. Banner, and not just because I don't want to make him angry.

  4. Precious Moments by tepples · · Score: 5, Interesting

    I wonder how much easily this could be accomplished just by enforcing the golden ratio on a face.

    If you enforce the golden ratio too far, you get Precious Moments, where the eyes are a golden ratio down the face (resulting in a huge forehead) and the neck is a golden ratio up the body (resulting in difficulty putting on clothes).

  5. links as requested by commodoresloat · · Score: 5, Funny

    I am not sure about Hillary (you could've provided a link)

    Hillary Clinton was a candidate in the U.S. Presidential election; here is some information about her and here is her website. She was also married to a former president of the U.S. Let me know if you need links or information about him too.

  6. Re:I actually think by hobbit · · Score: 5, Insightful

    I actually think... that the girl on the right is better looking. But the girl on the left would be more likely to hook up with most slashdotters. Therefore to most slashdotters, she will be more attractive.

    --
    "Wise men talk because they have something to say; fools, because they have to say something" - Plato
  7. Re:I actually think by commodoresloat · · Score: 5, Funny

    She looks like she would be interested in shopping and hairstyles. The world would be very boring if everyone looked like that.

    WHY DO YOU HATE AMERICA?!

  8. Re:I'm Already Pretty by lysergic.acid · · Score: 5, Insightful

    yea, this research is completely useless. the only potential application i can see for this is to sell software to insecure individuals with low self-esteem so that they can hide behind altered photos of themselves online, further reinforcing their negative self image.

    honestly, this program embodies what is most wrong with modern western culture--superficiality, vanity, and an abhorrence of eccentricity or individuality.

  9. Re:Well... by maglor_83 · · Score: 5, Funny

    I put my picture in and nothing changed.

    Don't worry, it's just that it's still working on it.

  10. My head just exploded. by Anonymous Coward · · Score: 5, Funny

    "Before and after of Alison Bruce. The software program is based on the responses of 68 men and women, age 25 to 40, from Israel and Germany, who viewed photographs of white male and female faces and picked the most attractive ones."

    So a bunch of Germans and Jews got together and sorted through a bunch of people to determine which ones were better?

    Wow. Just wow.

  11. Re:I'm Already Pretty by couchslug · · Score: 5, Funny

    "Agreed, not all of us want our women to look like bobbleheaded dolls."

    Performance, OTOH...

    --
    "This post is an artistic work of fiction and falsehood. Only a fool would take anything posted here as fact."
  12. Re:Ok, I'm sold by _ivy_ivy_ · · Score: 5, Funny

    The algorithms is installed using a liquid sold in cans and bottles, usually labeled as "beer."

  13. Re:I actually think by svnt · · Score: 5, Insightful

    I'm not here to argue which picture is prettier but I know for sure that you can't make conclusions about her personality just by the way she looks. That's sexism, plain and simple.

    While I agree that making guesses at someone's interests based on a headshot is superficial, we disagree on the definition of sexism. The poster was comparing two women, and not contemplating offering a job to either one (as far as I can tell).

    Either that, or we disagree on the definition of women.

  14. Re:Fuck Israel by Reikk · · Score: 5, Funny

    I have an algorithm to make women look prettier. It involves large quantities of alcohol.

  15. Re:The question is... by rubycodez · · Score: 5, Funny

    I propose a contest, put goatse man and one of those women in a thunderdome, the winner is the one that leaves with the loser stuffed inside them

  16. Re:I actually think by caitsith01 · · Score: 5, Insightful

    Although there is something intellectually repellant about it, you are very naive if you think that you don't, or can't, make certain judgments about people based upon appearance.

    For one thing (and generalising horribly), from a biological point of view how attractive you find someone is likely to have some correlation to whether they are likely to be a good (i.e. successful) match for you, or for propagating your genes.

    From a social point of view, the way someone looks and presents themself also communicates a large amount of information to you non-verbally. To me, the 'after' picture has the subtle look of someone who is attempting to present themself in conformity to a certain standard, which is not a standard I find particularly compelling.

    Finally, is it impossible to think that someone who is conventionally pretty might be exposed to a different set of experiences to someone who is not regarded as such? This might natually have some impact on personality.

    All of the above are generalisations. I totally agree that ideally one should not make snap judgments about people based on appearance. Nevertheless, I maintain that everyone does it, and that it is not entirely invalid (from a logical, not moral, point of view).

    As for 'sexism', it is nothing of the sort. If it's anything, it's reverse discrimination against blandly pretty people, which is probably not all that high on the list of terrible things happening in the world today.

    --
    Read Pynchon.