Using Computers To Weed Out Art Fakes 192
jackelfish writes "Reminiscent of handwriting analysis software used in the television series CSI, computers are now being used to evaluate the authenticity of works of art without an expert ever setting eyes on it. The technique identifies the artist by analyzing their characteristic brush or pen strokes from high resolution scans of previously authenticated works. Much like a fingerprint, these characteristics can then be compared to a work in question. The method, to be published in an upcoming issue of the Proceedings of the National Academy of Sciences promises to reduce the subjectivity of art assessments made by human experts."
Mystery: Solved (Score:2, Funny)
Re:Mystery: Solved (Score:2, Funny)
Fake Picasso story (Score:5, Funny)
Re:Fake Picasso story (Score:2)
This is an art nerd joke - Laugh (Score:3, Funny)
Now we'll *finally* know if that Sol Lewitt I have in the living room is legitimate!
Will the next version work on Film Stills? I have a few Cindy Shermans I'm not too sure about...
And, so wait, does that mean that the Sherrie Levines that come out as copies are real Sherrie Levines???
Re:That was an art nerd joke? - Explain! (Score:3, Informative)
Sol Lewitt is known mostly for making instructions on how to drawing/paint things - he mostly never did this himself - he would "Sell" basically the blueprint of what he wanted drawn/painted.
For example:
His, "Four basic colors and their combinations" would be a group of drawings that someone else did of, well, four basic colors and their combinations.Another example would be, 'Lines from the Sides, Corners and Center of the Page to Specific Points.' [parasolpress.com]
LeWitt was sort of a precurser to generative ar
Re:Levine & Warhol (Score:2)
Re:Levine & Warhol (Score:2)
They've got it backwards (Score:5, Interesting)
They already have "pencil sketch", "charcoal sketch", and "regular photo" settings at the picture booths down at your local mall. It's just a matter of running a filter over an original image and reproducing the image with the desired effects.
If they have the filter database built for each master, how hard would it be to have it Markov chain an image with that data?
This seems like the wrong direction if they want to authenticate images.
Re:They've got it backwards (Score:2, Informative)
This is basically what the best art forgers already attempt to do. Give it a try if you think it's easy.
They already have "pencil sketch", "charcoal sketch", and "regular photo" settings at the picture booths down at your local mall. It's just a matter of running a filter over an original image and reproducing the image with the desired effects.
And how do you apply
Re:They've got it backwards (Score:2)
And just how will you exactly re-create that technique? The fact that humans cannot (currently) do so is exactly why this analysis will work. (When we get robots with hyper fine control, and the AI to prevent each and every brushstroke from being either identical or part of a pattern, this will change.)
Re:They've got it backwards (Score:5, Interesting)
The problem with art forgery is that there are some REALLY good forgers. The one that they interviewed could produce "original" pieces of art in the name of the original artist. The people who were to supposed to catch his forgeries could not because he was that good.
When they interviewed this Dutch forger he actually studied, and set himself in the frame of mind of the artist. EG he had a Picasso room with Picasso paint brushes, paints, etc. What was brilliant about him is that he was like an actor. You know how an actor does a role play and makes themself become the person. With someone who is that clever all that the computer analysis will do is make his work legit! And that is a bigger problem!
Re:They've got it backwards (Score:5, Interesting)
--HC
Re:They've got it backwards (Score:5, Insightful)
A mediocre work by, say, Picasso, is interesting because it tells a story about his development as an artist, and therefore will likely have some monetary value to a collector or a museum. A mediocre work by, say, me, is just mediocre.
Museums don't exist just to show "good" pictures. Part of their mission is to preserve and illuminate the history of art.
Think of it this way: an early, buggy version of linux is interesting from a historical perspective, while an early, buggy version of my personal operating system is of little interesting to anybody.
Re:They've got it backwards (Score:2, Insightful)
Many now famous artists were not appreciated for what they accomplished in their lifetimes.
If I studied Greek history, art, and drama for decades and passed a contemperary "Greek Tragedy" off as an ancient work, that derivative work would provide no NEW insight into Greek culture or history. It would at best provide a view into my interpretation and understanding an art form from that time.
Re:They've got it backwards (Score:3, Interesting)
As for the high prices for original works that is just supply and demand for a rare single item. I have some cheap,but good, posters of Monet but would love to have originals, so would alot of others who have more spendable money then I do. Same as I would love to have first editions of various books. This is not branding. Branding would thoses forger making thier own original art then advertising it as inspired or done in the style
Re:They've got it backwards (Score:3, Insightful)
Maybe the difference is that Picasso came up with the IDEA of the original.
It's obviously so much easier to copy something that's already there than to create entirely original art.
Re:They've got it backwards (Score:2)
Many artists and art students aren't that bothered about going to museums to look at work except for research purposes. It's people who are in thrall to the market who go on about the object, or "seein
Re:They've got it backwards (Score:4, Insightful)
Art is an expression of emotion. Forgers don't express themselves. Your analogy also says that writing is a farce, as anyone can copy out what someone else wrote, ignoring the fact that coming up with the story is the hard part.
Art isn't about technical perfection, but emotion. Copying art has no emotion, creating art does.
Re:They've got it backwards (Score:4, Funny)
Art is an expression of emotion. Forgers don't express themselves. Your analogy also says that writing is a farce, as anyone can copy out what someone else wrote, ignoring the fact that coming up with the story is the hard part.
Art isn't about technical perfection, but emotion. Copying art has no emotion, creating art does.
Re:They've got it backwards (Score:2)
"Art" aside - what about fraud? (Score:2)
As long as someone is willing to pay a premium for percieved value (above any intrinsic value) there will be those who will try to take advantage of this fact.
Re:They've got it backwards (Score:3, Interesting)
Re:They've got it backwards (Score:2)
*Amazing*. Once again a
Re:They've got it backwards (Score:2)
--Pablo Picasso
Re:They've got it backwards (Score:2)
The reproduction processes you dicuss are essentially 2D. Oil paintings have a significantly higher fractal dimension, and current 2.x dimensional reproduction techniques are laughably crude compared to a hand made master oil painting.
Re:They've got it backwards (Score:2)
"By careful computer analysis of these Frederic Remington paintings, we determine that George W. Bush was AWOL from the Battle of Little Bighorn!"
Fox News, 2005:
"We have had a computer analysis of these Italian Renaissance paintings. Yes, it is certain that Hillary Clinton is the Devil."
CG aint that good. (Score:2, Interesting)
If you know what to look for you should get a ten out of ten on your first go, and there is no way you'd be able to apply a 'filter' to get realistic results on the CG images.
I found the nails, screws images hardest, the others were strightforward, look at the depth of field and the detail on the nail/screw head.
The bonus round's a little harder, mainly becauase they've picked very CG looking images, not realy a good add for 'realism' in maya.
Re:They've got it backwards (Score:2)
What exactly do you mean by "Markov chain an image with that data"? Treating an image as a Markov Random Field means that you assume each pixel is conditioned only on some neighborhood. It's simply an assumption of locality. With that assumption you can do all kinds of things, so it's not clear what approach you're suggesting.
Also it will be a while before the mall booth has filters accurately reproducing the great artists. To solve the painterly rendering problem
Re:They've got it backwards (Score:2)
Do you have any fun results of your research online? I really enjoyed playing with the work on
http://mrl.nyu.edu/projects/image-analogies/
h
and am always on the look out for more interesting things like that.
Cheers,
Roger
Re:They've got it backwards (Score:2)
http://www.cc.gatech.edu/cpl/projects/artstylin
Re:They've got it backwards (Score:2)
I'm going to go out on a limb and say, "Damn near impossible."
The technique described in the paper generates a vector in 72-space(!) that characterizes a given painting. Paintings with similar vectors are associated with a given artist. Attempting to iteratively generate an image which results in a similar vector--while not looking like crap--is probably nearly impossible.
It's
This isn't proof... (Score:3, Interesting)
Painters often change their moods/styles.
Re:This isn't proof... (Score:3, Funny)
Re:This isn't proof... (Score:3, Funny)
Re:This isn't proof... (Score:2)
-
Re:This isn't proof... (Score:2)
Or how about changes in the artist over time? During his later years, Monet had cataracts in both eyes. You can his later works where the brush strokes are more muddled and the colors were way off. I suppose this program might identify a late Monet vs early Monet but what about those in transition?
Stupid idea (Score:2, Interesting)
Re:Stupid idea (Score:3, Informative)
Fun stuff you learn in college art history classes: Da Vinci, like a lot of artists, employed a team to do the tedious "painting all day long" parts. He, the master, would of course be an integral part of the process, but most of those are not his brush strokes.
But they were using the techniques he taught them.
Application it won't work for (Score:2)
Re:Application it won't work for (Score:4, Funny)
Try this: Some artists make modern "art", where no brushes are used, just lopping paint at weird angles. John Cage sucks.
Re:Application it won't work for (Score:3, Funny)
Yeah, I'd much rather use Raiden or Sub-Zero.
Re:Application it won't work for (Score:2)
Saying "Cage sucks" is equivalent to my parents saying Jazz/Punk/Metal/Techno sucks, "because it is all the same". It is all the same only for those without experience with these kinds of music, because they haven't learned to hear what it is about. To me, most 17th/18rh
Re:Application it won't work for (Score:2)
Re:Application it won't work for (Score:2)
Interesting also that 4'33" is always the only thing people who argue against Cage come up with. Maybe try to listen to other works and try to see it in context?
And I'd appreciate a link to the art you created. You seem to be quite good. Thanks
Re:Application it won't work for (Score:2)
Re:Application it won't work for (Score:2)
I found an old dropcloth in my shed (Score:2, Funny)
Damn racists!
Re:I found an old dropcloth in my shed (Score:3, Interesting)
Re:I found an old dropcloth in my shed (Score:2, Informative)
Or they could use Pollock's titles, as most of them have the dates in them :)
For example, Number 8, 1949 [ibiblio.org]
Re:I found an old dropcloth in my shed (Score:3, Interesting)
Re:I found an old dropcloth in my shed (Score:2)
The other one ive seen was interesti
I'm Skeptical still... (Score:2, Interesting)
or in other words, sounds like it's not too shabby with recall. so what's its prec
Wow Dude!!! (Score:4, Funny)
Damn, I knew those CS kids in College must have been up to SOMETHING productive...
hmmm (Score:2, Funny)
Except... (Score:3, Informative)
If a million monkeys can produce Shakespeare (Score:2, Funny)
Re:If a million monkeys can produce Shakespeare (Score:2)
Whenever I hear that I say to the person, fine, so please go find a 6 year old to paint that! Just because it "looks" easy does not mean it is easy. Also remember that sometimes the act is not as hard as getting the idea.
Ok, once I was caught because there was a 6 year old how could paint. My friends son was a good artist.
Re:If a million monkeys can produce Shakespeare (Score:2)
Re:If a million monkeys can produce Shakespeare (Score:2)
To clarify, and maybe this is what you meant, Even though it looks as if a six year old could paint like Matisse, a six year old actually could not.
The minimalism of the whole Modern movement gives the illusion of childish simplicity. It is, in fact, a very studied simplicity, based on systematic study of art history, experimentation, and determination of what can be omitted, modified, and simplified, and still
Mona Lisa (Score:4, Funny)
It works (Score:4, Funny)
Producing fakes (Score:4, Insightful)
For example, analyse a collection of paintings by a particular master. Next paint a picture yourself. Finally, introduce random 'mutations' to your painting, running each mutated painting through the fake detector and selecting the best mutation as input ot the next iteration. The result might just be your very own 'Raphael'.
Such a painting would be undectable by the computerised fake detector, since the painting was 'defined' to pass the detection process. If the computer is better at analysing paitings than humans, presumably your new masterpiece would also past any inspection by a human.
Re:Producing fakes (Score:2)
Oh and look there is your serial number encoded in nearly invisible yellow pixels.
Re:Producing fakes (Score:2)
Then get hold of a plotter, load it up with pantbrushes and use that.
Re:Producing fakes (Score:2)
* degree of paint mixing
* brush load
* brush angle (varying even within a single stroke) both relative to canvas and relative to stroke direction.
* brush rotation (along the axis of the handle, also varying even within a single stroke)
* brush pressure (varying even within a single stroke)
* brush direction (of course varying within a single s
Re:Producing fakes (Score:3, Funny)
Sort of like the art detector in (Score:2)
(Kick ass movie, must see!)
Interesting definition of value (Score:3, Insightful)
Re:Interesting definition of value (Score:2)
For example, when a painting is considered a fake the value plummets, EVEN though the painting is still very nice. The value of the painting starts by the person who paints it. If society has deemed that DaVinci is interesting then DaVinci's value will follow the scarcity rule. Like you say, if there are not many paintings for sale then the prices are high. However, if soci
Just like handwriting (Score:2)
Re:Just like handwriting (Score:2)
This just means you suck at writing.
Haha, kidding, I do most of that sutff too.
Jackson Pollock (Score:5, Interesting)
Re:Jackson Pollock (Score:2)
I've seen a couple of his works, and they looked quite dried out to me.
I would think it would be terribly difficult to forge one of his paintings today, unless there is some way to age the paint rapidly.
the chairs! (Score:2)
(my previous job used them everywhere)
and are very comfortable - especially for long periods of time
game on!
Fingerprinting a Artist isn't validating ART (Score:3, Interesting)
Re:Fingerprinting a Artist isn't validating ART (Score:2)
And why precisely can't a computer assign a value to the 'closeness' of a given painting to a given period of a given artist? It's a rare artist that is considered important enough
Re:Fingerprinting a Artist isn't validating ART (Score:2, Funny)
This software will is actually being modified to meassure the alcohol level of the artist at the time of the painting. The new version will also include drug testing, so the next time you are asked to do an oil painting at a job interview (you know, this actually happens all the time), you should really consider if it's worth it ;-)
Re:CARBON DATING?? (Score:2)
C14 dating is accurate to 0.051% for t=500yrs, which most of this artwork falls within.
I wonder why you used an AC to put this up. It's a valid point. Are you alergic to good karma?
Human Artists Are Not Droids (Score:3, Interesting)
stupid tricks. (Score:2)
Similarly, in the time of Rembrandt, it was common to have helpers paint the less impo
Slashart (Score:4, Insightful)
Art is subjective. This software might be able to fingerprint an artist's style, but it's up to me/you/us to decide whether a painting is "good".
I can go out, buy a canvas and some paints, come back home and paint something abstract. If it's interesting or pleasing to the eye, I might be able to sell it to a small gallery or at an art fair and even make a profit over the cost of my materials. However, if someone like Damien Hirst does the same thing, it's going to sell for tens of thousands of pounds, purely because of the artist's name.
So, what if this software reveals that the Sunflowers weren't actually painted by Van Gogh? One thing's for sure - the painting would be worth a lot less, even though it's the same painting. The valuations are all artificial.
In general, I kinda like a lot of Monet's paintings. I'll buy a print of one of his "Houses of Parliament" paintings, or "San Giorgio Maggiore at dusk". If the opportunity arose, I wouldn't mind owning one of the originals and I'd even be prepared to shell out quite a few readies for it, because he's a popular artist, lots of people like his paintings and, therefore, other people are going to want to own it as well. So, for argument's sake, let's say I'm prepared to pay up to the equivalent of, say, 4% of my annual salary (before tax), for one of those paintings. That's never going to happen, because original Monets are valued in the millions.
But, the thing is, if it turned out that Monet hadn't painted that painting after all, I'd still be prepared to pay the same amount of money, because it doesn't really matter to me whether it was painted by Monet or by some unknown artist - I still like the painting and that's what it's worth to me as a piece of art.
D.
Re:Slashart (Score:4, Insightful)
That could well be true at the lower end of the price range for art, but I doubt it would apply at the high end (e.g. Monet)---where art prices are based mainly on speculation. If you bought a fake Monet for the price of a real Monet, you would never be able to get a similar price for it if you sold it later (for example, if you needed the money or your tastes changed).
Re:Slashart (Score:2)
You're absolutely right, but I wasn't implying that the "real" value (i.e. in the millions) would be unaffected by the painting being exposed as a fake - I was saying that it's value to me (i.e. the few thousand I'd be prepared to pay for it, rather than the millions it would get in reality) would be unaffected, because it's still a nice painting, no matter who painted it.
My point is that art is subjective and in my opinion (wh
Waste of time (Score:3, Insightful)
If, regarding to this matter, there's anything computers can help with, it's understanding that allowing copies without restriction is not necessary as "evil" as some pretend to think.
This would have been considered obvious a few centuries ago. Art has not always been about the author.
Automated image analysis a common tool these days (Score:3, Informative)
Using image analysis, "computers" these days do:
- Automatisation of drug discovery screening tests [axon.com]
- Diagnosis of skin cancer [csiro.au]
- Detection of early breast cancers [ge.com]
- All sorts of QA in assembly lines [manufacturingcenter.com]
- And much much more, these are just examples you can find googling a bit.
Why is this news? If you go to any computer vision [microsoft.com], image analysis [iapr.org] or pattern recognition [hkbu.edu.hk] conference, you'll find many similar applications.
It sure would be easier (Score:2)
How inconsiderate of them. I can usually tell a fake, it is slightly forced, has a few false starts, and is often more vocal than a real one, less perspiration and moisture overall, and certain muscle contraction signatures differ.
For those of you who are thinking about oil paint composition and machine analysis of muscle movements of a painter, then congrats, you belong to
Just another example of what's wrong with IP (Score:3, Insightful)
So, since this is purely a commercial program whose purpose is to provide a notional valuation based on association with celebrity, expect it to be extensively challenged. Too much is at stake. The art experts will soon weigh in there: the brush strokes being evaluated are actually those of the atelier assistants who did most of the work, the bits actually by the master defy analysis by a machine, and so on. Part of the value of the art market depends on gambling: finding the missed masterpiece, having a painting lose value owing to wrong attribution only to have the perceived value of the "real" artist increase as fashion changes. Anything that introduces apparent certainty will partly destroy the churning process that pushes art prices upwards, and no-one in the market wants that.
The price of art is as unrelated to the long-term assignment of aesthetic values as the price of CDs is unrelated to the actual merits of the performers. That's the sad reflection on our society.
It's been done (Score:2)
It is actually not that difficult, but many people are enormously impressed by the results.
brush off (Score:2)
Looks like 1980's Omni Magazine (Score:2)
Interesting mis-read of the subject (Score:2)
picasso (Score:2)
Who cares who painted it? (Score:2)
De Hory and art forgery (Score:2)
Clifford Irving, who was also a forger in his own field, wrote a really good book on de Hory, titled Fake! (with the exclamation).
And then of course Orson Welles made a film [wellesnet.com] exploring these issues.
All highly recommended. The art forgery world is at least as interesting [mystudios.com] as the "legitimate" art world. [artnet.com]
If you want to get into it, there's a primer [amazon.com] available.
Re:Storage space (Score:1)
first. The people doing this type of stuff really dont mind file size.
second. paintings have texture.
Re:Storage space (Score:2, Insightful)
--- Sucker.
There's stupid, and then there's stupid. Paint != ink. Besides, the "painting", even if they somehow printed it in paint, would be flat -- which paintings generally aren't.
Re:Storage space (Score:2)
Re:Not real impressive (Score:2)
having to fake reactions to things like art is what gives the replicants away.
Re:For this stuff to work (Score:2, Informative)