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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January 31, 2010 » 07:29 PM
V. A. To me death seems to be an evil.
M. What, to those who are al­ready dead? or to those who must die?
A. To both.
M. It is a mis­ery, then, be­cause an evil?
A. Cer­tain­ly.
M. Then those who have al­ready died, and those who have still got to die, are both mis­er­able?
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January 24, 2010 » 03:22 PM

One of the more interesting trends is family, which came in at number five. Specifically, discussion about family, moms, dads, daughters, etc. jumped during 2009. With Facebook users getting older, this isn’t a big surprise. However, the fact that the mention of “kids” jumped by a factor of five this year is rather dramatic. It’s tough to know what this means, though. (via Facebook Unveils Most-Mentioned Topics of 2009

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January 15, 2010 » 01:36 PM

BEYOND AWESOME. They are announcing a recall of the Plush Uterus “due to a potential choking hazard for children”. To apply for it, “Please send an email to the address below with the subject line, ‘UTERUS OPT OUT’”.

January 14, 2010 » 10:04 PM

“To order, please TYPE “YES” IN CHECKBOX BELOW TO AGREE YOU UNDERSTAND THIS PLUSH MUST BE KEPT AWAY FROM KIDS (it is a sex organ, after all). If it is not checked, WE WILL NOT SEND THE UTERUS.” (via @ibogost)

January 11, 2010 » 01:45 PM

I watched Space: 1999 back in the day, but I swear to god I do not remember this scene.

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