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Image Doctoring Is Tough To Spot, Even When We're Looking For It

An anonymous reader writes with a link to The Stack's look at study that examines the human capacity to detect (or to overlook) manipulation in images. About 400 volunteers looked at images which had been digitally altered by erasing elements, by replicating parts the image, or by pasting in elements from other images. Less than 58 percent of the alterations were detected, even though the volunteers knew that's what they were to look for. The article says "While its conclusion – that we are not very good at identifying doctored photos – is predictable, it's the type of 'fakes' that deceive us which are most interesting." Spoiler: Erasure is much harder to spot than image splicing.

61 comments

  1. I've seen a few shops in my time by Hognoxious · · Score: 1, Troll

    You just have to see if any of the pixels are wrong. Oh, and flags on the moon should hang down.

    --
    Confucius say, "Find worm in apple - bad. Find half a worm - worse."
    1. Re:I've seen a few shops in my time by techno-vampire · · Score: 1

      You do know, don't you, that there's a rod inside the top of that flag to hold it out like that?

      --
      Good, inexpensive web hosting
    2. Re:I've seen a few shops in my time by David_Hart · · Score: 1

      You just have to see if any of the pixels are wrong.

      True, but the vast majority of the public would not know what to look for or even think of zooming in to the pixel level, looking at independent colors for uniformity, etc.

      Oh, and flags on the moon should hang down.

      I assume that you are being sarcastic (grin)... but, just in case, the flag had a metal rod running across the top to keep the material from drooping, otherwise it would have...

    3. Re:I've seen a few shops in my time by Anonymous Coward · · Score: 0

      This is my favourite way to trick people, the ego. People always believe they are above trickery because they think they're smarter than everyone else. This is often people's biggest weakness and can be exploited while someone thinks they're exploiting you.

    4. Re:I've seen a few shops in my time by Anonymous Coward · · Score: 0

      Didn't get the references, hmmm?

    5. Re:I've seen a few shops in my time by Anonymous Coward · · Score: 1

      Hell I spent most of my life studying computer graphics. On a good monitor I can spot those pixels that are coming out of my algorithm very subtly wrong, down to an accuracy of 5ish on your typical 0-255 scale for color components. Still some fakes fool me just fine. All it really takes is a little care with lighting and luminance balance. At that point barring the obvious artifacts it's very hard to spot a fake when you do know what to look for.

    6. Re:I've seen a few shops in my time by Anonymous Coward · · Score: 0

      I'm guessing he gets the references as often as he gets party invites.

    7. Re:I've seen a few shops in my time by davester666 · · Score: 1

      They also forgot to turn off the A/C on the set they were using, so you can see it flap a bit.

      --
      Sleep your way to a whiter smile...date a dentist!
    8. Re:I've seen a few shops in my time by Anonymous Coward · · Score: 0

      No, it's the whoosh that keeps the flag flapping.

  2. My worry is the credibility loss of visual records by He+Who+Has+No+Name · · Score: 4, Interesting

    A couple decades from now, we're going to have generations that have never known an era when it was technically or logistically difficult to convincingly revise AND distribute photos and videos.

    Beyond simply telling that stuff has been tampered with or invented wholesale, I'm really worried this is going to lead to a loss of credibility and gravitas of photos and videos of historic events.

    It's going to get ugly when generations start denying and rewriting history because they lost trust and belief in the credibility of the medium used to preserve its records.

  3. Not just images by Anonymous Coward · · Score: 0

    Movie doctoring is all the rage these last couple of weeks too. Isn't that right, all you crazy republicans?

    1. Re: Not just images by Anonymous Coward · · Score: 0

      Of course only republicans would do such things, not the poor innocent little Democrats. They are so cute and cuddly and would never do anything mean and bad and evil like the wicked old white Christian conservative male republicans who hate women, gays, minorities, and puppy dog tails. Those mean old Republicans should just be put in jail or killed.

      You are a person of the common clay, you know a moron.

  4. Re:My worry is the credibility loss of visual reco by Anonymous Coward · · Score: 0

    Don't worry about that. People have accepted fake pictures for about a century already and there are no signs they will stop any time soon.

  5. Our eyes/mind ... by Anonymous Coward · · Score: 1

    .... did not evolve to deal with camera's that can take super accurate photos and software with clever mathematics that can manipulate them.

    A good example is hollywood special fx and how it evolved from stop motion and claymation/modelling to computer rendering. When you look at how we tried to fake images in the past we were pretty bad at it. We've gotten so good that the time and tools you'd need are pretty much expert status with special tools.

    1. Re:Our eyes/mind ... by Anonymous Coward · · Score: 0

      .... did not evolve to deal with camera's

      Or, it would seem, apostrophes.

    2. Re:Our eyes/mind ... by Anonymous Coward · · Score: 1

      What baffles me about apostrophe pluralizers is that they're not consistent. Why not photo's, and mathetmatic's, and image's, and tool's, or even statu's?

      It seems people have a "Look out! The letter s!" neuron somewhere that fires randomly.

  6. Re: With their lack of empathy... by blindseer · · Score: 0

    In my experience Republicans, and Democrats, are just people that checked a box on a voter registration form. That, I estimate, makes them more "whole" than many other Americans since they at least took the effort to register to vote.

    --
    I am armed because I am free. I am free because I am armed.
  7. Wouldn't Be the First Time by mentil · · Score: 4, Insightful

    This has happened before. People who gain critical thinking look back upon what they were learned about history in school or books, and realize that much of it is heavily colored by biases popular in that place and time. '1984' made the concept of rewriting history well-known, although propagandized 'interpretations' of historical events surely predated it. That someone went to the trouble to write a long description of an event indicates a motivation to do so, but that motivation may not be a desire to record or disseminate the truth; therefore, being written down is not proof of its truthfulness.
    For example, it used to be a common occurrence for trusted/respected writers to have new writings attributed to them in order for their 'legitimacy' to be improved. Thus the large amount of apocryphal writings that exist. The Wright bros. weren't believed by journalists at the time that they'd achieved controlled flight; later, they withheld their flyer from the Smithsonian unless they agreed to acknowledge them as the inventors of controlled flight and ignore all the others who worked on airplanes at the time; so the media can get it wrong coming and going.
    And then there's the whole 'mainstream media'/Faux News problem, presenting 1/3 of a story and encouraging people to jump to conclusions.
    In the past, storytelling was the main method of history preservation. Look at how many myths and urban legends that led to, as well as gross embellishments a la Journey to the West. When you were a kid, chances are you believed a myth or 50; how did you feel when you grew up and realized they were nonsense?
    In the end it's going to come down to chains of evidence leading to a trustworthy content creator: a well-known photographer, speaker, or a journalist who goes right to the source. If it originated from an anonymous internet account, then it's less trustworthy.

    --
    Corruption is convincing someone that the selfless ideal is the same as their selfish ideal.
    1. Re: Wouldn't Be the First Time by Anonymous Coward · · Score: 0

      Faux news stands well apart from any other media outlet in the amount of bullshit and illogical nonsense they spew, if you can't see that you have issues but you sure as hell would do hell to ponder on why no other organisation except fox new has felt the need to sue for it's right to knowingly lie to it's audience, claiming they weren't a news organization but entertainment .
      Has foir liberal bias... you really have no fucking clue how far to the lunatic right the US is from the rest of the world do you?

    2. Re:Wouldn't Be the First Time by Anonymous Coward · · Score: 0

      This is happening frequently -- now. I was shocked when I moved to Japan and started to compare the news in Japan (after I was fluent enough to understand it) and the news in the western media. It is often very different. Sometimes it is clearly a mistake. I remember a couple of occasions where there was a translation error in statements made by politicians. It is easy to spot because you have the opportunity to refer back to the original quote and make sure that it really was a translation error. Sometimes, though, it seems as though there is a real attempt to mislead people. Sometimes what is reported in the west is absolute fiction. I remember that there was a story that several Japanese nuclear power plants were going to restart a few weeks after the Fukushima disaster. One of the reported power plants was the one down the road from where I lived. I hadn't heard anything in the Japanese news, so I went to the power plant and asked them directly. They told me that they were not going to restart any time soon and that the mayor was actually talking about shutting down the power plant for good. About a week later, the western press said that the plans to restart the power plants were thwarted by the opposition of local residents. At least in my area, this didn't happen because the reported restart was complete fiction in the first place.

      Since I became aware of this problem, I have heard many similar stories. I know a lot of South American people who live here and they tell me that the foreign news services often gets the South American news completely wrong -- sometimes it appears to be intentional. I hesitate to offer this advice because people will inevitably think me paranoid, but I posting AC, so I suppose it doesn't really matter. It is important to remember that the news is a political tool. 1984 is here now. I think the reason it was so prescient is not so much that Orwell saw into the future, but rather he saw into his present. It has always been this way.

    3. Re:Wouldn't Be the First Time by Anonymous Coward · · Score: 0

      Your story would be 1000x more effective if you actually named that power plant and provided a link to at least one of those incorrect stories that also named it. Nowadays everything is on the net, there must be some evidence of your story.

    4. Re: Wouldn't Be the First Time by Anonymous Coward · · Score: 0

      The problem with your contention is that it really doesn't matter how far Fox or any other news channel is from the rest of the world. Being right about something is not a matter of polls. The most of the world is going to hell in a hand basket. I expect most of Europe to be under a Caliphate in the next 50 years. Their liberal bias and socialist preferences will not save them. Both are incoherent philosophies. You talk about Fox spewing illogical nonsense, yet you somehow believe that liberalism is either coherent or logical. I suggest you looking into the causal results of the socialist activities of the past 50 years, as their proponents make a dash toward nihilistic self destruction.

    5. Re: Wouldn't Be the First Time by Anonymous Coward · · Score: 0

      how western-centric of you.

      the rest of the world... is europe is it?

      or are you claiming the saudis are more to the left of the US? or the african nations, anyone else in the middle east? Israel?

      how about russia? how about china, or india? any asian nation more lefty than the US?

      wait i know, lets go to the base of the roman catholic church, latin america... that bastion of social liberty.

      Asia is super conservative by your standards... on social issues.
      India still has a fucking class system in parts.
      russia is regressing to theocratic standards of social norms,
      from turkey to saudi arabia are basically outright theocracies.

      Way to be, Mr. cultural sensitivity. When you said the rest of the world, you really only thought of white people.

      Fucking white man.

  8. Re:My worry is the credibility loss of visual reco by Anonymous Coward · · Score: 0

    "A couple decades from now," we will have shared memory and singularity like the borg. Everything will be irrelevant. TBH we are halfway there, everyone is doing whatever the fuck they want and noone is batting an eye unless it effects them financially... ridiculous.

  9. Re: With their lack of empathy... by Anonymous Coward · · Score: 0
  10. For this kind of research you need drunks by Anonymous Coward · · Score: 0

    After years of playing photo hunt in bars I could have aced that that study.

  11. Re: My worry is the credibility loss of visual rec by Anonymous Coward · · Score: 0

    Why should they rewrite things? Nobody believes muricans did not cheat with Apollos anyway.

  12. Re:My worry is the credibility loss of visual reco by Anonymous Coward · · Score: 0

    Minithruth is becoming a reality (ref. 1984, George Orwell)

  13. Re:My worry is the credibility loss of visual reco by Anonymous Coward · · Score: 1

    It's going to get ugly when generations start denying and rewriting history because they lost trust and belief in the credibility of the medium used to preserve its records.

    Yes, but not as ugly as it was before people lost their trust.
    Looking back trough my old history books from school and comparing it to what I've read from more reliable sources I can see that a lot of the things regarding the timespan between 1600-1800 is utter bullshit. Or more precisely, people who were in power in that time found ways to glorify themselves in ways that were brought into the history books because the people in power controlled what authoritative sources were.
    When it comes to documenting things with photography and moving pictures we all know that it is very easy to misrepresent the truth simply my the choice of what or when one takes a picture. Same goes for movies, misrepresenting the truth with simple editing goes back as far as Georges Melies in 1896

    You may think that there is a timespan between 1950 and 1980 where journalists and history writers didn't push agendas and weren't used for propaganda purposes or that the technology at that time didn't allow for it. I don't see why that would be the case.
    There is a lot of reason to be skeptical of "absolute truths".

  14. False premise by DNS-and-BIND · · Score: 5, Interesting

    I know these sorts of articles are wildly popular these days, showing HOW DUMB ALL OF YOU OTHER PEOPLE ARE. I understand, it's very reassuring to see yourself placed in the top position where you can shit on everyone else. Thousands of years of tyrannical human elites agree with you. But you don't need everyone to see it. It just takes a single person to spot that something is wrong, point it out, and the viral internet takes over from there. That's how Tom Brokaw's fraud was exposed, someone said, "Hmm, that looks just like MS-Word" and then made the animated .gif that changed the world. Thinking that everyone needs to be a Photoshop expert is just naive and misanthropic. Reuters was also caught red-handed altering photos to conform to their narrative. It just takes one person to utter the sacred phrase "Hmm, that's funny".

    --
    Shutting down free speech with violence isn't fighting fascism. It IS fascism!
    1. Re:False premise by Anonymous Coward · · Score: 0

      Dan Rather, not Tom Brokaw.

  15. Rule #1 by Anonymous Coward · · Score: 0

    if you can see the pixels, then it's fake.

  16. Should I have a little respect for this? by Anonymous Coward · · Score: 1

    Spoiler: Erasure is much harder to spot than image splicing.

    I dunno... the Erasure in this image is incredibly obvious if you ask me.

  17. Easy way to make tidy shops. by Anonymous Coward · · Score: 5, Interesting

    One easy way I found to make some tidy shops is resize the image to quadruple its resolution and edit it there.
    Then, when you are done, resize it back.
    It smooths things together pretty nicely on a sub-pixel level that is usually undetectable even to machine-scanning techniques.
    Of course, if you have the original image, it will be trivial to spot the edit regardless, but it will be harder to figure out which one is the original image.

    Another I have been experimenting with is adding in grainy-looking texture from awful quality CCDs at that quad-res layer.
    It is far easier to do this at the quadruple resolution because the botched noisy pixels will be enlarged quite considerably.
    Now instead of nearly breaking your arm trying to be overly precise, you can easily just draw a circle and apply whatever color or filter to it. (in another layer, of course!)

    Sooner or later, with smarter editing software, it is going to be damn near impossible to tell an image is edited without the original.
    People in any position of power will be able to, quite literally, rewrite history. (not that this has changed anything, this has been true for thousands of years)

    1. Re:Easy way to make tidy shops. by Anonymous Coward · · Score: 3, Interesting

      Yeah, this is pretty good-sounding stuff.

      To some extent I've used that "scaling up" trick myself, though that's usually if I want to tidy up a soft-edged logo or whatever. Simply increasing the contrast at low resolution gives jaggies. Scaling up massively, *then* performing various filters before increasing the contrast to give a very sharp edge looks much better when it's scaled back down.

      I often add noise to edited portions of an image that have no grain or noise, so that they more closely match the appearance of the original image. The noise in Photoshop is too obviously fake on its own, so I usually add NR to it afterwards (you have to increase the initial noise so that the NRed version gives you the level you want). Sometimes rescaling the noise layer is required.

      I do this so that the edits don't look bad, not so much to fool people (a lot of this is for (e.g.) Wikimedia Commons where I like to be explicit about any retouching done anyway).

  18. Photo's subject matter is important for humans by sleepypsycho · · Score: 4, Interesting

    Look at the high variance images at the top of page 9 of the original article. I finding unsurprising at all the people can't tell if a sand dune was smoother or if erasures occurred on image of pine tree branches against pale blue sky.

    One documentary on the development of new currency said portrait sizes were increased because of our ability to notices small variation in faces. I don't have the reference for this, but my personal observations match the claim.

    My wife and I are both artists with masters of fine art in painting. For years, bad effects in movies will jump out at us. We will sometime refer to the "cgi cast of thousand" in egregiously offending movies. For some years now my ability to identify cgi inanimate objects has almost disappeared. In modern movies I almost never have a cgi object jump out at me. I notice that the cgi animation of people is similar improving, although glaring problems still appear. I am sure it has both to do with complexity of the physics problems and my own visual capability and nature focus of attention. I except it is few short years until I almost never notice any cgi modifications.

    1. Re:Photo's subject matter is important for humans by Anonymous Coward · · Score: 1

      Faking realistic objects in a computer has come a long way in the last couple of decades. It really is mostly a problem of computing how light interacts with the object and the models for that have improved tremendously. Human hair and skin are among the harder things to get right because light takes surprisingly complicated paths through them. But both the increase in computing power and more sophisticated algorithms that get used in the industry are closing that gap. Look up the term "physically based rendering", which is the industry buzzword for these much more accurate sets of models and algorithms, to get an idea where the computer graphics industry stands right now.

      The thing is that all that stuff is hard to use. You still need skilled people to get good results. The tools will only make it look correct according to their model of reality. But the user must still create that model (shapes, colors, lights, composition...) somehow.

    2. Re:Photo's subject matter is important for humans by sleepypsycho · · Score: 1

      The thing is that all that stuff is hard to use. You still need skilled people to get good results.

      This is still true, but not for long. Erasing objects is easy with photoshop content aware fill. Adding objects will be easy soon:
      Rendering Synthetic Objects into Legacy

  19. With greenwow's lack if intelligence... by Anonymous Coward · · Score: 0

    He's bad at trolling, it is the way of his kind.

  20. (Most) Humans Are Easily Fooled by Digital Images by ThaumaTechnician · · Score: 4, Interesting

    From my experience, professional photographers, photo lab technicians, and their ilk, who spend lots of time looking photos and their technical aspects (sharpness, lighting, colour, pixelation, etc, etc, etc), would easily spot the, to me, obviously edited photos. Case in point: the top photo in the The Stack article - clinton-fake-photo-832x333.jpg - is so obviously faked that I'm surprised that anyone would be fooled by it.

    First dead giveaway: Clinton's head is illuminated from the right-read as is Mandela's(?) head. De Angelis's head? From the top-front. (I can't believe that De Angelis's victims didn't spot that fakery.)
    Second less-dead giveaway: the pixelation isn't quite the same. The imposter's pixels are larger, not by much, than Clinton's - at least in the sample from the article.

  21. Easy to spot changes to images. by Anonymous Coward · · Score: 1

    All you have to do is look at who is the publisher. If the parent company is owned by Rupert Murdock or say American Media and it is a picture of a celeb then chances are the image has been run over by photo shop.

  22. Is the full set of test pictures online anywhere? by Sowelu · · Score: 2

    Didn't see anything in the article or PDF that would point me at them. If anyone knows where they might be lurking, I'd love to see 'em.

  23. That's not good thing for us ? by andy+carrol · · Score: 0

    What hell is that digitally altered by erasing elements, by replicating parts the image, or by pasting in elements from other images. Less than 58 percent of the alterations were detected, even though the volunteers knew that's what they were to look for. As we thought that Image Doctoring Is Tough To Spot, Even When We're Looking For It.

    1. Re:That's not good thing for us ? by AK+Marc · · Score: 4, Interesting

      The human mind demands "why". When there is no "why" the mind has greater trouble accepting the event ever happened. So for deleting an inconsequential flier on a board, or duplicating a cistern in a photo of cisterns, there is no "why". But inserting a bus into a busy street, someone could think of a "why". To hide something behind it, or to make the streets look more busy (as done with many movies, including Fury Road).

      When the only "why" is "to see if you could spot it" then the why has no real meaning, so the fake will be harder to spot.

      I think they stumbled onto something that tells the inner workings of the brain, but not the workings they were looking for. Repeat the test telling someone "This photo was altered to [something]" as the hint, and I think they recognition rate will increase. And I think that if the "why" is pre-shared, an fMRI would show a greater portion of the brain activated for the detection.

      Now if only I was independently wealthy, I could fund these more useful studies.

  24. Isn't 58% still more than half? by Anonymous Coward · · Score: 0

    Last time I checked 50% was still a half. So less than 58% says to me the exact opposite. That we are good at spotting doctored photos.
     

  25. Address of the test by Jarik+C-Bol · · Score: 1

    I'm surprised no one else has posted this, but the address of the actual test is
    http://newton.inf.ufrgs.br/
    You have to register, and fill in a small survey consisting of your experience with image manipulation, but its still up as of this post.

    --
    I've decided to Diversify my Holdings. I've divided my cash between my left and right pockets, instead of all in one.
  26. It's widespread. by Anonymous Coward · · Score: 1

    I've seen pictures of the potus that have been photoshopped to look like there's a nigger in the white house.

    1. Re:It's widespread. by Anonymous Coward · · Score: 0

      ok that was fucking hilarious

    2. Re:It's widespread. by Anonymous Coward · · Score: 0

      ok, that made me giggle.

      Thanks AC

  27. But not impossible... by chefmonkey · · Score: 2

    Erasure is much harder to spot than image splicing.

    My wife once spotted Andy Bell in the crowd at a B.E.F. concert outside of London. Does that count?

  28. Re: My worry is the credibility loss of visual rec by He+Who+Has+No+Name · · Score: 1

    Oh, I've never completely trusted historians.

    But until very recently I've been able to mostly trust film footage, especially vintage film reels. I don't think my grandchildren will ever share that.

  29. Re: With their lack of empathy... by AK+Marc · · Score: 1

    People who sum up their personal ideals into an "our team" vs "their team" menality are all broken. Both Democrats and Republicans are idiots. And assuming that when someone says "those idiots are idiots" necessarily means "those other idiots aren't idiots" makes you an idiot. The proper response is to chuckle and say "yes, they are", as you internalize "as they all are".

  30. Re:My worry is the credibility loss of visual reco by Frosty+Piss · · Score: 1

    Beyond simply telling that stuff has been tampered with or invented wholesale, I'm really worried this is going to lead to a loss of credibility and gravitas of photos and videos of historic events.

    It's going to get ugly when generations start denying and rewriting history because they lost trust and belief in the credibility of the medium used to preserve its records.

    Perhaps we should re-embrace film. Sure, you can do almost the same thing with film, the Three Letter Agencies, both United States and the Communists did it on a regular basis, but it's a bit harder than in PhotoShop.

    --
    If you want news from today, you have to come back tomorrow.
  31. Re:My worry is the credibility loss of visual reco by Chaset · · Score: 1

    One of the ideas I've had for a long time is to make digital cameras that cryptographically sign every photo. Maybe such things already exist. I'm not expert enough on those matters to tell whether there are pitfalls in this idea. The key would have to be buried in the silicon somehow such that attempts to get at it would destroy it.

    --
    -- "This world is a comedy to those who think, a tragedy to those who feel."
  32. Make Tampering Detectable? by Anonymous Coward · · Score: 1

    Convincing photo editing is a reality- so if we want to be able to trust photographic evidence we need a foolproof way to detect image manipulation. Cameras could add an encrypted checksum to the meta data of each digital photograph. Any change to the image should change the checksum, and since since the editing program wouldn't have the camera's encryption key it couldn't re-generate the encrypted checksum. The real trick is what encryption will be secure for a long time? Of course there is no way to be sure the scene the camera is recording is real - for example one could take a picture of a photograph of a pre-manipulated image.

  33. "I'm an expert and I can tell" by nhavar · · Score: 1

    All I can think of is all those "experts" claiming Obama's birth certificate was a forgery because they could tell when something has been photo-shopped.

    --
    "Do not be swept up in the momentum of mediocrity." - anon
  34. Re:My worry is the credibility loss of visual reco by Anonymous Coward · · Score: 0

    Record-keeping is an outdated concept. Now we have the right to be forgotten. Soon we'll have the right to reinvent the past.