Software that detects forgeries

That painting above, of the Madonna and child? Art experts have always suspected that Italian Renaissance master Pietro Perugino didn’t paint it entirely by himself. But they were never entirely sure.

Now a team of Dartmouth professors say they’ve mathematically proved that several different people worked on the painting. They developed a technique in which they digitize the painting into a huge 16,852-by-18,204-pixel photo. Then they took the faces of the six people in the painting, and broke them into several hundred sections, 256 by 256 pixels in size. Then, as Wired News reports:

The filtered images were then run through a series of algorithms, the results of which produced a set of numbers. The more similar the painting style, the closer together those numbers were. Once those numbers were plotted on a graph, the Dartmouth team found that points representing the faces on Madonna and two of the saints were crowded together tightly. Baby Jesus and the two other saints — those three were far, far apart. So the researchers believe that one artist painted Madonna and one canonized pair, while three other artists composed the remaining faces.

Art scholars are dubious that the technique is useful, but personally, I’m intrigued by it. It seems like an interesting literalization of the brain’s statistical data-processing equipment. We humans are incredibly good at knowing when faces just don’t quite match up or don’t seem quite right. Though the scientists have picked a bunch of obviously arbitrary mathematical markers, the idea of data that doesn’t “match up” seems like a neat metaphor or analogue for what the brains of art experts are doing when they look at the paintings: They’re crunching the patterns, comparing them to the enormous database of all art they’ve seen before, and detecting something — oh so subtle — amiss.

(Thanks to Noah Shachtman for this one!)


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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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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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