Software To Authenticate Paintings
eldavojohn writes, "There's a new software tool out and about called Authentic which analyzes paintings to determine if they are indeed authentic works of the artist. If you don't think this is a serious problem to tackle, some experts estimate up to 15 percent of 'original prints' sold at auction houses are actually fake. From the article: 'By dividing 145 digitized paintings into pixels and analyzing the colors of each and how they compared with nearby pixels, the system was able to spot patterns unique to the painter. The software also showed Van Gogh's use of complementary colors (PDF) increased during his most active period from 1885 to 1890, according to the study published in Pattern Recognition Letters... In tests, Authentic performed as well as 15 human volunteers who were each given a small segment of a painting to study.' I've heard of many tools that analyze texts to verify the author but this is an extra dimension and a new frontier for pattern recognition. Tacking on another dimension, how much longer until we are able to analyze video in the same way?"
What amazes me is how many tools are out and available online regarding this sort of pattern recognition development. Since a lot of people know Java, I'm would encourage you to use the Java Media Framework (free from Sun). Once you have those libraries installed, it's quite easy to start editing sound, images & video. You might need to grab and install codecs if you're doing video analysis but I think almost all image codecs are supported.
I'm not going to lie, the video computation can be quite heavily but thankfully that framework is implemented such that the entire video doesn't have to be loaded into memory, just a one frame buffer analysis can be used if you want.
The last thing you would need is simply the know-how on programming these analysis algorithms. There are sites out there with a large wealth of up-to-date algorithms. An example would be the text book style site of pattern recognition or image processing. While this doesn't teach you how to do things, it does contain the raw resources and algorithms. General resources like the computer vision homepage exist that serve as links to all kinds of resources. Unfortunately, I know of no real solid books that contain everything out there because this field is so rapidly developing. My professors taught me from hand printed slides in a large compendium they had accumulated over the last couple years.
The last piece missing is the data to analyze. While you might not have the ultra high resolution Van Gogh images to do this yourself, it may be possible to visit museums with 6 MP cameras to obtain your own data. Failing that, there are repositories online that sometimes contain image information you can start with. While this may not satisfy your specific needs, it sure is great for the lazy developer like myself.
Lastly, I will mention citeseer and Google Scholar for cutting edge papers that you might want to try implementing. Distributing these algorithms and building a good GUI can be tricky but really anyone can build the backend. I heavily recommend experimenting with this if it interests you.
My work here is dung.
to make sure my fakes are not fakes?
I'd go on a Vegan diet but the delivery time from Vega is too long. --brownkitty
If you don't think this is a serious problem to tackle, some experts estimate up to 15 percent of 'original prints' sold at auction houses are actually fake.
What if I *still* don't think this is a serious problem?
The value of those pictures is a pure bubble anyway, if you can willingly give a $10k or so for a mere painting and it looks real to you, maybe it doesn't matter if it's fake. Better not tell you otherwise.
While not obvious at first site, there's a very tight relation to the "authenticity" of paintings (and antiquated things as a whole), and... digital piracy.
In both cases we're talking about things that can't cover their announced value just for what they are. Instead you're told they own some sort of authenticity, and thus cost X dollars.
In both cases you can make much cheaper copies (or free copies) so abuse will always happen, unless we wisen up and stop paying for "star power", and artificially limited supplies.
Tacking on another dimension
i'll buy that for a dollar!
I'm a rabbit startled by the headlights of life
Now, this software doesn't yet work for all artists but I would imagine that if I spent large amounts of money on art, I would prefer my auction house that I frequent to have this service ready so I can see for myself that the computer gives me a 95%+ level of confidence that it is indeed an original. That's not to say the certificate of authenticity isn't necessary, it'd just be nice to know before bidding and probably help the auction house catch frauds.
While the initial acquisition of this software might be pricey, the long term value of ensuring works are originals is, well, probably worth a lot more.
My work here is dung.
This type of program was on the television show Numb3rs this season. It almost makes you wonder if tv writers (or even fiction writers) are on the cutting edge, or if we are just so far behind.
As most paintings have shitty passwords and most artists were so dumb they painted them into the corner of the image for anyone to sniff. Authentication in such an environment will be near impossible.
No, you don't need the software. You still need a person. Because data like this can be used to create fakes also, and the fake created by a fraudulent piece of software will fool the detection software because they rely on the same data.
This tool depends on having a collection of 'known good' works in order to make a comparison. But quite often a painter doesn't paint like 'himself'. False positives would be very easy. When van Meegeren forged his Vermeers in the thirties, the paintings didn't have all the signature marks of Vermeers. They were purported to have been from a hitherto little-known period of Vermeer's work.
...will be certain to improve both the quality and the quality of fake artwork available. No more "Paint by numbers" Rembrandts for art lovers, they will look like he actually had a hand in creating them.
Sorry, this software does not detect fakes, as claimed. All it can possibly do is detect whether or not a painting resembles other paintings by an individual artist. Speaking as a painter myself, I know that most artists undergo radical changes through their career, and painting styles may change radically due to such simple factors as buying a different brand of oil paint. Some artists never repeat the same style twice. Some artists create works in a unique style and then abandon that style after only a few works. Some artists emulate the style of their teachers so closely that even experts can't tell their works apart. Software is not likely to help these situations.
And to further complicate the problem, the biggest problem in the art market is not forged oil paintings, it is forged prints. I know one famous atelier that keeps the plates from famous artists works they've printed (they are supposed to be destroyed at the end of a printmaking edition) and once in a while they'll reprint a few, forge the artist's signature, and sell them under the table as unnumbered Artist's Proofs. These forgeries sell for tens of thousands of dollars, and are undetectable from image analysis, they are printed from the same plates as the originals and are 100% identical. But they're fakes by any standard, since they were not authorized by the artist and are not numbered.
Conventional analysis is more than sufficient to deal with fakes. Chemical analysis of pigments or grounds, and IR, UV, or XRay imaging, etc. are well developed techniques for identification of forgeries. I know of some Matisse fakes that were identified because an art historian looked at the thread count in the canvas and determined this type of machine-woven canvas was not manufactured until after Matisse's death. You can't teach this to a computer, it requires experience and long study.
Yeah, well, I still don't consider it a serious problem.
- Alaska Jack
If art is so easy to fake, doesnt that indicate that people are paying way too much for that Van Gogh? If fakes can be good enough to fool the pros, that tells me the original painting isn't so special, except as a historical artifact.
Is no one safe?
Maybe it is just the bias of a geek, used to mass-produced goods. Take a nice CPU for example, A multi-million transistor technological work of art. First copy - billions, subsequent production run, pennies apiece - all the same.
If you really like a painting, you can get a print. Want more? You can get reproductions, done brushstroke, by brushstroke. 99% of humanity couldn't tell the difference, your freinds might know you don't have the bucks for the original. In 200 years will an antique 20th century reproduction of a 19th century masterpiece be worth much less than the original?
Many gemstones can be reproduced too. Synthetic rubies, emeralds, saphires (and probably others) are chemically identical - and PERFECT. Yet, "natural" objects of the same materials are more costly. Why? Because it takes a lot more work to get the "natural" version out of the ground. Cosmetically, I'd take a fake emerald over a cloudy natural one any day. Oooh shiney!
A collector will pay a premium for a mis-struck coin. You will take your defective DVD back to Wal-Mart. Stamp collectors on the other hand, like nice, well centered examples... unless they are way off, then - tada! It's a rarity.
If I were to make some "fake" gold coins, out of real gold, are they really fake? I suppose the US Mint breaks old molds, but what if they found an old, rare $20 gold piece die, and decided to whack a few out, just for old times sake - official US minted gold coins with the original dies... what happens to the value of the "rarity"? (Some lawyer would probably take the case :-)
I just don't get artifical scarcity - "rare pokemon cards", "rare beenie babies". Crap, forget rare, I have a yard full of unique, one-of-a-kind "pet rocks"!
And now, the million dollar winner - "rare bits", yesiree, here are some copyrighted bits, far more valuable than those pirate bits...
I think I am rambling.
This issue is a bit more complicated than you think.
So now that we can use image recognition to identify the miniscule techniques that identify an artist, lets get a few photoshop filters together and make some new art. I'd love to see VanGogh's take on Wrigley Field and I have the perfect photo to use as a base.
Seems like a great first step towards being able to generate paintings in the style of particular artists. Neat! Are these artist profile parameters combinable, one wonders.
...they should just install the Windows Genuine Advantage code on the paintings. (ducks)
From the article: 'By dividing 145 digitized paintings into pixels and analyzing the colors of each and how they compared with nearby pixels, the system was able to spot patterns unique to the painter.'
So how do you know the paintings you use as source material aren't fake?
Pretty good is actually pretty bad.
Just use "Authentic" to guide you to a perfect forgery.
You do not even need an art expert anymore. With this tool anyone can become a great forgerer.
don't cut it off www.mgmbill.org
Tech: "It's real."
Preston: "Burn it."
May the Maths Be with you!
They used something like this on $TOPIC a week or two ago.
WireHead
The previous message was created with 100% recycled words.
How about comparing the software at identifying fake paintings vs. volunteers, given that both the people and software can look at the whole image if they wish? The restriction to a small piece of the painting is purely to "make it fair" to the software, which won't benefit from the whole painting like a human could.
Currently hooked on AMP
What exactly is meant by the statement that "The software also showed Van Gogh's use of complementary colours increased during his most active period from 1885 to 1890?"
Reading between the lines, I'm inclined to wonder whether, if the software had been "trained" on early Van Goghs, it would have recognized the later ones as authentic, or whether it would have rejected them because of the apparently uncharacteristic use of colors.
Actually this whole story bothers me. To begin with, human art experts not only are not 100% accurate, they are far from 100% agreement with each other in authenticating art. So, how can the software ever be tested for accuracy?
"How to Do Nothing," kids activities, back in print!
You'd be surprised, especially for values of "artist" within "recording artist". See what happened to George Harrison in Bright Tunes Music v. Harrisongs Music (Google it).
1. Re: original artwork. The point is moot. The originality is already recognized, to wit, it is a popular work. There is a desire to have [even] a reproduction. The whimsical quality of "artistic value" has already been realized, hence the demend, either by true appreciation, or simply by gross peer pressure to be "with it".
2. Re: scarcity, artificial. The whole point of numbered editions is exactly what I am talking about - artificial scarcity. I like art (that I like). I have purchased signed art. I paid less because it was "unnumbered". I liked the work. I could give two shits what number it was. It is the EXACT SAME PIECE. It is pretty arbitrary what number the artist puts on it.
There is no longer any reason for works of "art" to be "lost to the ravages of time", by my definition. If it is "good", there will be many copies, because it has the essence of what makes it "good". Some copies are sure to survive. Is a unique "artistic statement" lessened because it is not the original embodiment of the idea?
This issue is a bit more complicated than you think.
Think of all the implications of this technology in the IT world!
"Please paint a happy little cloud to log on."
A slashdotter who didn't build his own computer is like a Jedi who didn't build his own lightsaber.
:)
There might be exceptions but I don't think that forging art is one of them. All the comments on whether or not art is worth what is paid for it are missing the central point which is that it is something to help people keep a crime from being committed or to let them help prove when one has been.
Of course you may not think art is worth the price or a car is worth the price or a piece of software is worth the price, but it doesn't matter. It matters to the person getting scammed.
Note that I am not disagreeing with the replied to post, mearly simplifying here because I didn't see a better place to put this.
B) Eliminate all the stupid users. This is frowned upon by society.
Colour analysis is interesting but it's well known that an artist's colour usage changes over time (a famous example being Claude Monet and his eye cataracts). Brush stroke patterns, on the other hand, seem to change less. There was an interesting paper in 2004 in the Proceedings of the National Academy of Sciences on using wavelet analysis of brush stroke marks to separate originals from imitations and to detect areas of paintings that had been reworked.
Of course these are all just tools that add evidence either way, not proof of originality or forgery. I suspect that using both colour and brush stroke analysis would do a better job than just one or the other.
If intelligent life is too complex to evolve on its own, who designed God?
We saw this type of technology in the movie "Equilibrium." The next thing I want is some type of technology that we should have seen already that would allow us to transport ourselves into paintings, or sidewalk chalk drawings.
Music, my drug; dance, my ecstasy.
some experts estimate up to 15 percent of 'original prints' sold at auction houses are actually fake
Would they happen to be among the people aiming to sell expensive software to deal with this problem?
Shop as usual. And avoid panic buying.
> FTA: Authentic performed as well as 15 human volunteers who were each given a small segment of a painting to study
So, those volunteers - random people, or skilled forgery hunters? If the former then they've basically said "our program is as good as dumb luck at detecting forgeries".
Anyone who watches the TV show Numbers knows that they did this exact same thing a week or two ago, and it worked flawlessly on TV, so why wouldn't it work in real life? Actually, kidding aside and while I'm still only partially ot, I'm pretty impressed with this particular TV show. It seems like all the equations used to solve the mysteries would actually work. Now how you use the right one versus all the other ones that would yield similar yet invalid results, I'm not sure. Anyone else here that watches this?
"Fakes by any standard"? "Since they were not authorized by the artist and are not numbered"?
Then that same standard says that pirated mp3s are fakes compared to the original mp3s. And seems a silly standard.
These forgeries sell for tens of thousands of dollars, and are undetectable from image analysis, they are printed from the same plates as the originals and are 100% identical. But they're fakes by any standard, since they were not authorized by the artist and are not numbered.
They are clearly only fakes by SOME standards, particularly the standard of an artist who doesn't want someone profiting off their work.
If I have a Unforgiven (the song) on CD, and I copy it but-for-bit to my hard drive, and then play it, in it's 100% identical digital form, is it not still Unforgiven? Same song. Sounds the same. And certainly no-one would say it was fake.
If I have Unforgigen (the movie) on DVD, and I play it on a really crappy black and white TV, where the picture is definitely not 100% identical to the film print, you still wouldn't call it a fake.
And if you have a process that creates a print, and the process creates 100% identical copies (or at least, the copies made by one person using the process have the same set of variations as copies made by another person using the process), then all copies are real. Making the plates is the art, pulling the level to put out 101 copies instead of 100 copies isn't any different than pressing the green button on the copier. Actually, it is different, because you're getting an original printed copy instead of a photocopy, which isn't a perfect copy.
If you have to items that are the same in every way, and the only difference between them is the information you believe in your head to be true, you're paying a lot of money for nothing. I'll lie to you for free.
paintball
I wonder if it would be usefull to be able to find other 'works' that are similar. Say like what happens with some online music shops.. you liked artist AAAAA, why not try some of BBBBB?
:D Its original, one of a kind, no copies made, and actually looks good.
It reminds me of a short story by Bob Shaw where aliens were secretly buying up original earth art and replacing them with forgeries that were undetectable with our technology. Must go find it and re-read.
OT: Anyone want to buy my latest work of a chinese dragon drawn in celtic knotwork at the bargin price of AUS$100,000 ??
See my art -> http://herbevore.deviantart.com
I doubt a bit if (a part of) the art world considers it a problem either, it's just part of the game. So let's try a cynical description of the game:
As with the old joke of cans of sardines being used as alternative money in the war, the rule is that you don't try to eat the sardines. That is not what they are for. So once a piece has a certificate of authenticity, the owner has no interest in having it checked, and assisted by a certificate from a reputed expert, she will only sell to people who do not insist on any new checks being performed before the transaction.
Acquiring the certificate is an interesting phase. Considering that a judgement is often not categorical but rather a matter of percentage, the expert has to judge the 'complete context' when deciding to make his 80% certainty to become a 100% or not. What are the chances his judgement will turn against him?
It's good to make sure you like a painting before you buy it.