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The computerized critic

Recently, I wrote a piece about an art forger whose copies of Gaugin, Monet, and other modernists were good enough to fool experts in several countries. But could they fool a neural-net trained on the artists’ work?

That’s what computer scientist Eric Postma is trying to find out. He’s created an artificial-intelligence program called Authentic — which can stare at hundreds of a painter’s works, figure out regularities in his or her style, and then use that knowledge to deduce whether any particular painting is authentic. This also produces an interesting side effect: The program is able to spot patterns in an artist’s technique that no human has noticed before. As the New York Times reports:

By analyzing several hundred low-resolution images of van Gogh paintings downloaded from the Web, the Authentic team still managed to pick out, in hours, patterns that would have taken much longer to detect using manual research — for example, the fact that van Gogh’s use of complementary colors was greater when outlining human figures than it was for other objects in his paintings.

“As data, these Web images are terrible,” said Mr. Berezhnoy. “Nevertheless, our method confirmed an increase in van Gogh’s use of opponent colors. I could tell you that van Gogh started to use blue-yellow opponency in such and such year, and red-green later on, or that he used opponent color to highlight portrait silhouettes and human figures. Do you think I had time to draw those conclusions by studying all 854 paintings?”

That picture above is, by the way, Van Gogh’s “Olive Grove”.


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Bio:

I'm Clive Thompson, a writer on science, technology, and culture. This blog collects bits of offbeat research I'm running into, and musings thereon.

Currently, I'm a contributing writer for the New York Times Magazine and a columnist for Wired magazine. I also write for Fast Company and Wired magazine's web site, among other places. Email or AOL IM me (pomeranian99) to say hi or send in something strange!

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Recent Entries

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May 20, 2011 » 02:28 PM

From Christopher Kennedy’s very droll book “Neitzsche’s Horse”.

July 28, 2010 » 07:35 AM
“Wr” - S

July 06, 2010 » 10:05 AM

My Xbox broke, and I was trying to Google some possible technical solutions, when I noticed that Google appears to be encouraging me to make a typo. I suppose it’s possible that Google’s algorithms know that typing “wont” instead of “won’t” would produce better results.

June 29, 2010 » 05:00 PM

On the other hand, when I tried the test for multitasking, I was pretty abysmal. I performed worse than people who identify themselves as heavy multitaskers, and those who identify as low multitaskers.

June 29, 2010 » 04:58 PM

I finally got around to trying out the interactive “test your distractability and multitasking” page at the New York Times, which they put up alongside their story earlier this month about how computer distractions are eroding our lives. 

According to the test, I guess I have good focus — I’m not very distractable! 

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Collision Detection: A Blog by Clive Thompson