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Digital Photos Give Away a Camera's Make and Model

holy_calamity writes "Engineers at Polytechnic University Brooklyn have discovered that digital snaps shorn of any metadata still reveal the make and model of camera used to take them. It is possible to work backwards from the relationships of neighboring pixel values in a shot to identify the model-specific demosaicing algorithm that combines red, green, and blue pixels on the sensor into color image pixels. Forensics teams are already licking their chops."

79 of 260 comments (clear)

  1. stretch? by Speare · · Score: 5, Interesting

    As even the cellphones are producing 3 megapixel images now, very few people need to be passing full-resolution originals around. If you scale the image down to a screen-usable 1 megapixel image, there's not going to be a lot of bayer mosaicking information still available.

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    1. Re:stretch? by narcberry · · Score: 5, Funny

      Maybe so, but you still have the full size images on the camera. If someone were to get a hold of that they would be able to tell what camera took the images after a few weeks of intensive forensic study.

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    2. Re:stretch? by Anonymous Coward · · Score: 5, Funny

      Joke------>
                You

    3. Re:stretch? by trum4n · · Score: 5, Insightful

      Feed your RAW images to photoshop, then hit NTSC color mode, then compress to jpeg. All their secret information is gone forever. Only idiots would let this work. and oh yea, those idiots didn't delete the Meta-Data anyway, cause they dont even know what it is.

    4. Re:stretch? by Anonymous Coward · · Score: 2, Insightful

      That whooshing sound you hear is the joke flying over your head.

    5. Re:stretch? by lysergic.acid · · Score: 3, Insightful

      or you could just use a camera with a Foveon X3 sensor. there's no demosaicing involved since it employs 3 vertically stacked photodiodes (red, green, blue) at each pixel sensor to capture color information.

      here is a diagram showing how a multijunction photosensor works. unlike bayer filter sensors, Foveon X3 sensors produce no color artifacts.

    6. Re:stretch? by Tinik · · Score: 4, Insightful

      But then wouldn't the lack of demosaicing itself be the tell-tale sign that it was taken with a Foveon X3 sensor?

    7. Re:stretch? by cunniff · · Score: 5, Funny

      Eric: Horatio, there does not look like there is any mosaicing information in this image.
      Horatio: Eric, that means the image was taken with a camera with a Foveon X3 sensor.
      Cally: Zeroing in on professional camera stores... I have an address
      Horatio (menacingly): Eric, get on it.

      Where's my CSI: Miami royalty check?

    8. Re:stretch? by MrNaz · · Score: 2, Funny

      Half assed? You continued a joke without adding anything to it, and followed it up with a kinda sarcastic reply which reduces the chances that a reader would even recognize your joke.

      That's not even a quarter-assed attempt. I'd put it somewhere in the neighborhood of 12.5% of an assed attempt.

      --
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    9. Re:stretch? by the_womble · · Score: 3, Insightful
      It does, but rather than narrowing it down to a particular model, it narrows it down to any digital SLR (and maybe other types) camera made by Sigma.

      Add to that the fact that reducing the image size will probably get rid of the evidence, using a raw image and demosaicing on a PC will tell you what software was used instead of what camera was used, there are a lot of limitations.

      On the other hand, most people do not know all this - then again, most people are unlikely to think of deleting the meta-data either.

    10. Re:stretch? by Chrisq · · Score: 2, Insightful

      I might fool them by taking a picture of my Olympus and loading onto my Sanyo though. Seriously if you carried a suspect image around on a different camera you could now call an expert witness to show that it was not taken on this camera - and since the only other people who had access to the camera were the police it must be a frame.

    11. Re:stretch? by moonbender · · Score: 2, Insightful

      It does, but rather than narrowing it down to a particular model, it narrows it down to any digital SLR (and maybe other types) camera made by Sigma.

      Given how few Sigma cameras are sold compared to any popular model by the big manufacturers, that isn't say much, right? At the moment, anyway.

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    12. Re:stretch? by XSpud · · Score: 4, Funny

      Seriously if you carried a suspect image around on a different camera you could now call an expert witness to show that it was not taken on this camera - and since the only other people who had access to the camera were the police it must be a frame.

      Commonly called a "picture frame" I believe.

    13. Re:stretch? by ti1ion · · Score: 2, Insightful

      If you have the computer the image was stored on, you already have more information than what this article deals with. There is no point finding out what camera made the image if you can check for finger prints/DNA on the computer itself. And that is not even getting into searching all the files on the PC and tracing all activity. Also, how did the person in question get to that computer? Is the owner of the PC related, etc.

    14. Re:stretch? by Anonymous Coward · · Score: 2, Funny

      Ah, Slashdot, where the severely autistic come to get mocked by the high-functioning autistic.

    15. Re:stretch? by jeffmeden · · Score: 5, Funny

      You forgot the obligatory

      Horatio: It looks like this photographer captured... himself
      [Horatio puts sunglasses on over existing sunglasses]
      [music: Yeeeeeaaaaaaaaaaaahhhhhhh]

    16. Re:stretch? by Sax+Maniac · · Score: 2, Funny

      I want to take back all the mod points I've ever received, and put them all on this post. Well done.

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    17. Re:stretch? by HannethCom · · Score: 2, Informative

      Because of how the Foveon X3 sensor works, if you have the full sized unprocessed picture, you might not be able to tell the brand of the camera used, but each individual camera probably has a distinctive blur pattern in the red and blue ranges, so if the forensics had the camera they'd be able to identify that specific camera was the one that took the picture.

      --
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  2. What about multiple cameras using the same sensor? by Chirs · · Score: 4, Interesting

    Quite often there are different manufacturers using the same sensor. Since this locks in the physical aspects of the sensor layout, I would expect the demosaicing algorithm to be basically identical across all these bodies.

  3. Even after image manipulation? by MR.Mic · · Score: 4, Interesting

    I wonder if this method still holds up after noise removal, or even something as simple as an image size reduction. Anyone more knowledgeable on the subject care to speak up?

    1. Re:Even after image manipulation? by morgan_greywolf · · Score: 4, Interesting

      I doubt it. I do a LOT of image processing, and I have to say that after color correction, noise removal, etc., I very much doubt that this technique would hold up.

    2. Re:Even after image manipulation? by jools33 · · Score: 5, Informative

      There are photodesk editors with experience who claim to be able to identify the camera model, the lens used and the post processing software used to produce the jpeg / tif file. This is possible due to various characteristics that are introduced at each stage in the digital photographic process. Giveaways for the camera body used are the base resolution, any colour casts in the image, iso performance, dynamic range. For instance many Canon DSLRs are criticised for producing muddy greens in their images - especially at higher ISOs as the dynamic range is pushed to extremes. Then you can usually work out the lens - by the obvious field of view first, then the flaws in the shot - various lenses from various manufacturers have different flaws. For instance the 70-200 f/2.8 from Nikon has characteristic vignetting that can often be noticed even after post processing, then other cheaper lenses give various defects to the image such as chromatic aberation. The flaws in the image give away the body and lens. Also the sensor used gives certain image characteristics that are fairly easy to spot even to the keen amateur photogs eye - for instance telling the difference between a full frame sensor and a smaller APS sized sensor - the full frame image typically has a much smoother more film like attributes with less digital artifacts. Also the same can be said for post processing. This software usually leaves various characteristics - that remain with the image, and this varies for each different software vendor.

      So this is all possible to a well trained human eye - don't see why it shouldn't be possible in software - but not sure of the real benefits of being able to identify this - as many photogs often leave the exif data - and that tells you everything.

    3. Re:Even after image manipulation? by BobearQSI · · Score: 2, Funny

      I touch up and meticulously make print-ready most of my kidnap victim photos. The contrast has to be 'just right' to show their fear. There were a couple I didn't retouch, however, so I've let those kids go now.

  4. Raw images? by evanbd · · Score: 5, Insightful

    So, if I shoot in raw mode, and then postprocess in software to get a jpeg, the demosaicing signature should merely identify the software, right?

    Of course, I wouldn't be surprised to learn that the distortion uniquely identifies the lens used...

    1. Re:Raw images? by Guspaz · · Score: 2, Interesting

      Problem is, you don't need to buy a JPEG codec, so there isn't necessarily anything to trace back to you.

      I mean, what if the JPEG codec is determined to be the one included with MS Paint? How does it help to know that the person you're looking for used a copy of Windows XP or Vista?

    2. Re:Raw images? by Facegarden · · Score: 4, Interesting

      ...Of course, I wouldn't be surprised to learn that the distortion uniquely identifies the lens used...

      Nah, not likely. Unless you knew exactly what the scene was supposed to look like, from that exact angle and everything (and even then it would likely be impossible), you just can't know what is a distortion from the lens and what is part of the scene. Unless, like, the scene happened to be a highly accurate checkerboard pattern. Then you can look and see what lines aren't quite straight and get some distortion information, but that would be tough.

      I know software can correct for lens distortion if it has a distortion profile for a certain lens (which is probably made by shooting a checkerboard type pattern...), but knowing to move every pixel to the left one is a lot easier than knowing if every pixel was moved to the left one by the lens, if that makes any sense.

      Put another way, it's easy to put soda in your mouth and have yellow stuff come out of your underbits, but very difficult to do the reverse.
      -Taylor

      --
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    3. Re:Raw images? by Speare · · Score: 4, Interesting

      You really don't need anything so clean and nice as a full-scene checkerboard, to calculate a lot of lens details. Two or three moderate-length manmade straight lines that are at different angles should be enough. Like two edges of a table, a tall building, etc. That should be enough to give you the general curvature coefficients, which in turn would be pretty close to giving the right field of view. I don't think you'd be able to tell Sigma from Canon from Nikkor from Leica from Tokina from Zeiss glass.

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    4. Re:Raw images? by Bob+The+Cowboy · · Score: 2, Funny

      Put another way, it's easy to put soda in your mouth and have yellow stuff come out of your underbits, but very difficult to do the reverse.

      I'm never drinking Mountain Dew again.

    5. Re:Raw images? by AliasMarlowe · · Score: 3, Interesting

      So, if I shoot in raw mode, and then postprocess in software to get a jpeg, the demosaicing signature should merely identify the software, right?

      Yes, they're just fingering the in-camera raw conversion to jpeg. Using external conversion changes the game.

      There are comparisons of demosaicing algorithms used on the same raw image at several places on the net, such as http://www.rawtherapee.com/RAW_Compare/. The software can make a huge difference, especially regarding moire and related artefacts. Most of the raw converters default to a much too aggressive approach for small scale features, in my opinion. As a result they often create chromatic moire in the JPEG, and accentuate the problem further by sharpening (to hide the softness of typical cheap lenses). This is clearly seen in the examples at the linked site.

      Identical detectors on different cameras usually differ in the optical antialias filter used, which can affect their susceptibility to moire on sharpening. This may leave some residual information to allow the camera to be identified even with external conversion of the raw image. It would first be necessary to identify the demosaicing algorithm/software, so identifying the camera just from residual artefacts from the antialias filter would not be easy.

      Of course, I wouldn't be surprised to learn that the distortion uniquely identifies the lens used...

      Raw processing packages such as Bibble Pro also include a database of distortion characteristics for many lenses, including zoom lenses across their zoom range. Optionally, the image processing can compensate for the distortion for any recognized lens. Of course, the removal of distortion may leave a signature, which will perhaps allow both the lens and the software to be identified. This would not be a trivial task, of course, since "identical" lenses differ in their optical characteristics, and probably none exactly matches its nominal profile.

      --
      Those who can make you believe absurdities can make you commit atrocities. - Voltaire
    6. Re:Raw images? by Facegarden · · Score: 4, Funny

      Put another way, it's easy to put soda in your mouth and have yellow stuff come out of your underbits, but very difficult to do the reverse.

      I'm never drinking Mountain Dew again.

      And you're probably better off. I think Mountain Dew is the byproduct of people who never quite realized that you can't make soda from pee... Well, unless you're NASA I suppose...
      -Taylor

      --
      Worldwide Military budgets: $2100 billion. Worldwide Space Exploration budgets: $38 billion. Really, world? Really?
  5. So What? by Lord+Apathy · · Score: 4, Insightful

    So what if they can identify the make and model of camera. I own a D70. There are 300 billion d70 out there. Good luck on tracking a picture to my camera.

    --

    Supporting World Peace Through Nuclear Pacification

    1. Re:So What? by canajin56 · · Score: 5, Funny

      They don't have to. All they have to do is say they used forensics just like on CSI, and it shows it was taken by the same kind of camera you own. Sure, you can say there are a lot of them out there so it proves nothing. But you know who else says that? The bad guys on CSI, and their smug, latte drinking lawyers. Always demanding warrants and to be released if they aren't being charged with anything! EVIL

      --
      ASCII stupid question, get a stupid ANSI
    2. Re:So What? by John+Hasler · · Score: 4, Insightful

      > Good luck on tracking a picture to my camera.

      That's not the purpose. Knowing the photo was taken with a D70 eliminates all the zillions of cameras out there that aren't D70s. It's like knowing that a bank robber is a 6' tall blue-eyed blond male.

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      Warning: this article may contain humor, sarcasm, parody, and perhaps even irony. Read at your own risk.
    3. Re:So What? by xIcemanx · · Score: 5, Interesting

      So what if they can identify the make and model of camera. I own a D70. There are 300 billion d70 out there. Good luck on tracking a picture to my camera.

      RTFA:

      While many people own the same camera models, Pollitt believes that this technique can still be used forensically. He says that because digital cameras have a shelf life of only 18 months, this can help to narrow down when and where it was sold. Just because it won't immediately narrow it down to a single suspect with perfect accuracy doesn't mean it won't be helpful in investigations.

    4. Re:So What? by xIcemanx · · Score: 2, Insightful

      So what if they can identify the make and model of camera. I own a D70. There are 300 billion d70 out there. Good luck on tracking a picture to my camera.

      RTFA:

      While many people own the same camera models, Pollitt believes that this technique can still be used forensically. He says that because digital cameras have a shelf life of only 18 months, this can help to narrow down when and where it was sold.

      Just because it won't immediately narrow it down to a single suspect with perfect accuracy doesn't mean it won't be helpful in investigations.

    5. Re:So What? by taustin · · Score: 4, Insightful

      Forensically, it's as useful as saying "this bullet came out of this model pistol." Not conclusive by itself, but one piece of a larger puzzle.

      99% of criminal investigation is eliminating who didn't do it, and this can be useful for that.

    6. Re:So What? by cayenne8 · · Score: 4, Funny
      "It's like knowing that a bank robber is a 6' tall blue-eyed blond male."

      A bank robber with THAT description really would stand out.

      Hardly any of them look like that from what I see on TV.

      --
      Light travels faster than sound. This is why some people appear bright until you hear them speak.........
    7. Re:So What? by fuzzyfuzzyfungus · · Score: 4, Informative

      I hope the "there are 300 billion of them out there" defence works better for you than it did for certain owners of cheap, common watches.

    8. Re:So What? by Anonymous Coward · · Score: 5, Interesting

      The bad guys on CSI, and their smug, latte drinking lawyers. Always demanding warrants and to be released if they aren't being charged with anything! EVIL

      The only EVIL on CSI shows is the way the motherfucking cops use extortion.

      "You don't want to give up privileged information on this guy? Fine, we'll be back with a warrant. Of course, we may have to dismantle your office for a couple of weeks to do a thorough search. What does a couple of weeks mean to your business? You do understand, don't you, that when we seize (God, how those bastards love the word "seize") your computer, our clumsy techs might return it with some important files no longer readable? So sorry. ... Oh, yes, ma'am, that's the perp we were inquiring about. Thank you for your cooperation."

    9. Re:So What? by vux984 · · Score: 5, Insightful

      So what if they can identify the make and model of camera. I own a D70. There are 300 billion d70 out there. Good luck on tracking a picture to my camera.

      Its useful the same way knowing the car that raced away from the scene of the crime used a particular tire, with a particular wheelbase. Or that a bullet was fired from a particular make of gun.

      Neither will positively identify anyone, but if you were already a 'person of interest' in a long list of people peripherally related to a case that detail might put you on a MUCH shorter list if it comes up that you have that model. Plus its useful when they are asking a judge for a warrant. Judges really like specificity with warrants... A "We want to search his home and car for a Canon Powershot X"; he blogged here about buying a Canon Powershot X, he was caught on this surveillance tape leaving the scene carrying an indistinct object, the dimensions and shape of which are consistent with a Powershot X, and we know the photos in question were taken with a Canon Powershot X"... that's got a lot more weight than... "We want to search this guy for a digital camera, because a witness said he owns a camera, and he was caught on tape holding an indistinct smallish object which could be a camera, oh... and the photos we're interested were taken with a camera."

      A reasonable person would view the second as a complete fishing expedition, based on no evidence, practically everyone has a camera and he could have been holding anything on that tape. The first request is specific - the photos of interest were taken with that model, and there is reason to beleive the person HAS that particular model, and that he had it with him on the that tape. Sure it could be a coincidence, but a warrant for that particular camera if he has one to check it out, might not be unreasonable.

      Its also not unlikely that they can pair photos to a particular camera if they have both on hand due to micro-scrathes and other unique lens defects... the same way they can pair laser pritners to printed output.

    10. Re:So What? by Anonymous Coward · · Score: 3, Funny

      And you know that 1x1 pixel is all the evidence we need.

      "Chief! We only got a 1x1 pixel area of the jpeg of the criminal!" "Okay take it downstairs to Abby and McGeek to check it out".

      [Wiggly Lines]

      "Yeah Chiefy it was pretty easy. We zoomed in on the 1x1 pixel image and we got this picture of the criminal which was inside there. And we got the model of camera he used too, an Motorola RAZR Smartphone." "Yeah Chief, there's only been ninety jillion RAZR phones made, so we hashed the 1x1 pixel image and got the phone's SIM number out of it. It's him all right. Science never fails. We get the criminal every time, just like in real life." "Good work Abbs, have a cookie. And McGeek, get a haircut, you look like a hippy." "Thanks Chief". [Exeunt all, Abby munching cookie]

    11. Re:So What? by Anonymous Coward · · Score: 3, Funny

      Looks like somebody tried contesting a speeding ticket and failed. ;)

    12. Re:So What? by mysidia · · Score: 5, Informative

      Yes... CSI is very realistic in that regard.

      Standard police tactic in real life, i'm sure.

      Use fear/insinuation to get whatever info needed.

      Except IRL it's not merely extortion, insinuated threats like that are all real.

    13. Re:So What? by Anonymous Coward · · Score: 2, Informative

      The stuff you see on CSI and other similar crime shows is grossly unrealistic. It's actually so unrealistic that judges typically give a bit to jurors when they're in the panel that they should not put cops onto a standard compared against these shows (no one would ever get convicted). One of my judges used to put it something like this: "You need to understand the difference between reality and television. On these shows, the investigators find a footprint with blood, match it up to a boot tread, then find a butterfly wing elsewhere in the room, stick it into a computer, and 30 seconds later, they have conclusive proof beyond all doubt that the suspect did it. But in real life that will basically never happen. It is very likely that you may hear only testimonial evidence, and not see any photographs or any other physical evidence." And I cannot agree with him any more. I've NEVER even heard of an investigator going this deep to catch someone. Here's the problem -- your local police department probably has so many unsolved crimes, grossly insufficient funds, an extreme lack of sophistication, or a combination of the three. There's no way they can devote resources to do a forensic analysis to see what camera model took those digital pictures. In that same amount of time/resources, they can take 3 burglars and 10 crackheads off the streets. Meanwhile, if the government did try to present that evidence, the defense will bury the state in various motions (delaying the case), which is USUALLY a huge benefit to criminal defendants. Because the state usually has few resources to gather this CSI standard of evidence evidence, their cases are generally dependent on the testimony of victims/witnesses/cops, who often die/recant/move/retire/etc. Why would a state attorney want to risk losing testimony to gather forensic evidence that the jury won't understand and will probably be virtually irrelevant? I'm not saying that it's completely useless... but it'll probably happen MABYE once in the next 100 years.

      - criminal defense attorney (not yours)

    14. Re:So What? by penguinchris · · Score: 2, Insightful

      It's clearly a technique for child porn investigations. If you have a suspect who owns the same kind of camera you determined was used to take the photo in question, which the investigators most certainly didn't get from the photographer them self, you can know whether to search for more evidence or to eliminate them from your suspect list.

      Most people who do this kind of thing are not necessarily going to realize this is possible, so aren't going to think of the obvious solution, which is to borrow someone else's camera or to own two cameras (one bought with cash) and hide the one used for dirty deeds really, really well (in a train station locker, say.)

      So basically this is pretty weak evidence, and not that great of an investigative tool, in my opinion. Of course, zealous investigators are going to push stuff like this as fool-proof evidence, despite the multiple problems with this such as I just described in the previous paragraph.

    15. Re:So What? by KDR_11k · · Score: 2, Insightful

      With child porn investigations this probably counts as sufficient evidence to convict someone seeing how quickly people go rabid when the subject comes up.

      --
      Justice is the sheep getting arrested while an impartial judge declares the vote void.
    16. Re:So What? by Eivind · · Score: 2, Interesting

      It's still useful in a negative sense.

      Knowing the picture came from a certain model camera isn't very useful as proof that a certain person took it, afterall there are many cameras that are produced by the million.

      But it is -quite- useful for narrowing the field. Someone who doesn't posess such a camera very likely did NOT take the picture, that's useful information.

      It's like, knowing that a criminal was about 30 and male isn't useful as proof that a certain person did it. But it is -very- useful for eliminating from the list of suspects people who are 15, or 50 or female. It's easier to thoroughly investigate a short list than a long list.

    17. Re:So What? by kent_eh · · Score: 2, Interesting

      While many people own the same camera models, Pollitt believes that this technique can still be used forensically. He says that because digital cameras have a shelf life of only 18 months, this can help to narrow down when and where it was sold.

      1) RE: Originally sold. My 7 year old carries a 4 Mpixel camera that we bought at a yard sale, which that guy bought off E-bay. "They" might be able to tell that the picture of interest was taken by a camera originally sold at a WalMart in upstate New York, not that it was taken by a kid in Winnipeg.

      2) RE: "shelf life". Of the 25+ cameras that my extended family own, none are newer than 18 months. Most are 2-3 years old.

      --

      ---
      "I can't complain, but sometimes still do..." Joe Walsh
    18. Re:So What? by vux984 · · Score: 2, Informative

      As for laser printers, they can be identified uniquely because, on each page, they surreptitiously print a binary code (serial number, at least) in very small, light yellow dots. Yellow on white paper is nearly imperceptible. Wiki it for the whole story, including how to find and interpret the dots.

      Yes, but even without that, you can match a printout to the drum, based solely on defects due to wear in the printer. The printer/paper equivalent of ballistics matching a bullet to the barrel it was fired through.

      http://portal.acm.org/citation.cfm?id=1411332

    19. Re:So What? by stewbacca · · Score: 2, Insightful

      It's clearly a technique for child porn investigations.

      Maybe I'm naive, but it took this long into the discussion thread for somebody to explain why this is even a story. I hadn't thought of that (because I'm a decent human) and I guess everyone else *thought* it, but were a bit uncomfortable stating what is otherwise totally obvious to most folks.

  6. Killjoy by ciaohound · · Score: 3, Interesting

    Well, that kind of takes the fun out of this kind of story in which images from a Canon point-n-shoot are indistinguishable from those taken by a $40,000 Hasselblad.

    --
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    1. Re:Killjoy by Colonel+Korn · · Score: 3, Insightful

      That isn't the conclusion that the author came to. If you compare http://www.luminous-landscape.com/images-85/h2.jpg and http://www.luminous-landscape.com/images-85/g10-comp.jpg there is definitely a different between the yellows and the depth of focus on the expensive camera is far better (compare the red leaves on the upper left).

      Depth of field isn't a question of better or worse, you know, it's just different. If you want to poke at that story, you might just point out that a the limited image size makes the comparison pointless. These days, cheap digital cameras make incredibly expensive pro cameras more useful for either flexibility or niche markets (like >13" prints). That doesn't mean professional cameras aren't worth it, just that they're not worth it for everything.

      --
      "I zero-index my hamsters" - Willtor (147206)
    2. Re:Killjoy by johnlcallaway · · Score: 4, Informative

      My wife and I have two point and shoot cameras, a Nikon and an Olympus. We also have a Pentax dSLR.

      Looking at the images at 100% scale and you can see a tremendous difference in the amount of noise in the backgrounds. That is mostly caused by the smaller size of the CCDs and the quality of the sensor itself. Plus, the higher end cameras have far better noise reduction software built in.

      Depth of field is EVERYTHING to taking pictures. By using a long lens and a large aperture, bars around zoo cages disappear, the annoying crowd behind the bride also disappears, or that person just standing behind your subject gets just the faintest blur so your eye is drawn to the subject. Or use a small aperture and everything is brought into crisp focus.

      Then there is being able to use higher quality optics. I recently used the Pentax camera to take some campfire scenes using a 50mm(film) lens set at 1.4f. I was able to take clear, handheld images around the campfire. Try that with a point and shoot.

      I'm not knock the PS cameras. I use them when I'm riding my motorcycle to get action shots of those I ride with. That would be impossible with a dSLR or SLR camera, they are just too big and bulky.

      But if someone wants to take high quality snapshots to share, nothing beats a dSLR. Pricey, yes. But well worth it for the serious photographer, be they professional or hobbyist.

      --
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    3. Re:Killjoy by swillden · · Score: 3, Insightful

      Looking at the images at 100% scale and you can see a tremendous difference in the amount of noise in the backgrounds. That is mostly caused by the smaller size of the CCDs and the quality of the sensor itself. Plus, the higher end cameras have far better noise reduction software built in.

      In addition to noise, the small digitals show lots of other image degradation as compared to a dSLR. They lack sharpness and have issues with distortion, color accuracy and chromatic aberration. The ultimate source of all of those issues is the glass. You simply can't get the same level of quality out of a half-inch lens as out of series of two-inch lenses (assuming similar technology applied to both).

      I just shake my head at the ever-increasing megapixel numbers on compact digital cameras. I know they're great for marketing, but for the camera owners they do nothing but produce bigger files, with no better image quality than if they'd had a smaller pixel count. Once you get beyond the resolution of the glass, there's just no point in adding more pixels.

      I just read the Haselblad/Canon comparison, though, and I have to point out that the Canon G10 is not what most people think of when you say "cheap digital". It's not an SLR, but it's close, with larger, better glass than most P&S cameras and a larger sensor. 15MP is a bit much for those lenses and that sensor size, but it's not that crazy.

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  7. Re:What about multiple cameras using the same sens by fugu · · Score: 5, Interesting

    After the sensor takes the RAW data, the camera processes the image (some noise reduction, curves, and compression) to get a jpg. Since this conversion would vary between manufacturers (or even RAW software) I'd imagine that the process would leave behind similar "fingerprints."

  8. 90% accuracy...and filters by syousef · · Score: 2, Interesting

    You can do all sorts of stuff to an image that would shot holes in this technique. Resize (shrink, or grow and reinterpolate), apply a filter (curves, b&w or sepia would be easiest but there are others). Hell put it through an artistic filter. Still at 90% accuracy, in most cases, I wouldn't even bother!

    --
    These posts express my own personal views, not those of my employer
  9. Really... by Mozk · · Score: 2, Funny

    All the more reason to use film.

    --
    No existe.
    1. Re:Really... by afidel · · Score: 4, Insightful

      Film can be identified down to the batch, MUCH more unique than a highly quality controlled part like a CMOS sensor.

      --
      There are 4 boxes to use in the defense of liberty: soap, ballot, jury, ammo. Use in that order. Starting now.
  10. Meta data? by Ian+Lamont · · Score: 3, Funny

    Is the make and model data already included in jpeg's file header? See here

    1. Re:Meta data? by afidel · · Score: 2, Informative

      Yes, it's called EXIF and they are talking about a photo with the EXIF stripped.

      --
      There are 4 boxes to use in the defense of liberty: soap, ballot, jury, ammo. Use in that order. Starting now.
    2. Re:Meta data? by John+Hasler · · Score: 4, Insightful

      > Of course someone who is stripping the exif data will never resize the image and run
      > some sharpening over the image just to cover their traces, right?

      Some will, some won't. Criminals are notoriously careless and stupid.

      > Yep, this one was taken by a Canon Powershot A510 of which only 5.7 million were sold.
      > We also know that this particular model was either sold in North America, Japan, Europe,
      > Africa, Australia, South East Asia and South America. That should narrow it down.

      Yes. Of the 18 initial suspects only two own that camera. Concentrate your investigation on them.

      --
      Warning: this article may contain humor, sarcasm, parody, and perhaps even irony. Read at your own risk.
  11. Re:What about multiple cameras using the same sens by qwertphobia · · Score: 3, Funny

    You insensitive clod! I shoot my digitals in the raw!

    --
    Never ask for directions from a two-headed tourist! -Big Bird
  12. Oh my! by winkydink · · Score: 5, Insightful

    I better sell my Nikon D300. They'll be able to trace it back to me. Or one of the other gazillion people who also bought one. Hmm... on second thought...

    --

    "I'd rather be a lightning rod than a seismometer." -Ken Kesey

    1. Re:Oh my! by daybot · · Score: 2, Funny

      I better sell my Nikon D300.

      Showoff!

    2. Re:Oh my! by winkydink · · Score: 3, Informative

      No. Talking about my glass is showing off. :)

      --

      "I'd rather be a lightning rod than a seismometer." -Ken Kesey

    3. Re:Oh my! by philspear · · Score: 2, Insightful

      I know what you mean! The thought of the government being able to tell what digital camera I used to take a picture of myself for my facebook profile is terrifying.

    4. Re:Oh my! by AgBullet · · Score: 5, Insightful

      I better sell my Nikon D300. They'll be able to trace it back to me. Or one of the other gazillion people who also bought one. Hmm... on second thought...

      you're missing the point. there usually are other factors in play in any investigation. having only the camera make to go by is useless, but not so if you've managed to narrow - through other criteria - your suspect list down to 10.

    5. Re:Oh my! by networkBoy · · Score: 2, Funny

      so,
      note to self:
      for ransom photos buy a low-end point and shoot, pay cash, toss it in the fire/ocean/whatever when done.
      -nB

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    6. Re:Oh my! by ceoyoyo · · Score: 3, Insightful

      Or you could shoot RAW and then the camera doesn't do any demosaicing at all.

  13. Re:What about multiple cameras using the same sens by sjs132 · · Score: 3, Funny

    Ahh... That must of been you I saw at the park!

    Good Gawd man, the poor lady didn't know what to think, haveing a bald, fat, nude man run up and take her holiday snap like that!

    You left so sudden, she didn't get your number. For the picture, I believe.

    Cherios....

    --
    --- Relax, that mass muderer is just trying to reduce our carbon footprint, one fetus at a time...
  14. This just in... by fireman+sam · · Score: 3, Insightful

    Cops didn't realize that most pictures posted on the interweb thing are usually post processed.

    --
    it is only after a long journey that you know the strength of the horse.
  15. What about standard designs? by EmbeddedJanitor · · Score: 3, Interesting

    People like Ericsson Mobile Platforms (http://en.wikipedia.org/wiki/Ericsson_Mobile_Platforms) provide the same design to multiple handset vendors. As the industry progresses we can expect to see growing commonality.

    --
    Engineering is the art of compromise.
  16. Re:They're after you by nedlohs · · Score: 2, Funny

    You'll have to tell us who he is so we can be sure not to let him hear.

  17. This has abuse potential by KudyardRipling · · Score: 2, Insightful

    This sounds like the equivalent of "registering" typewriters with the government in nations once behind the Iron Curtain. It is no different than obtaining ballistic signatures from firearms at the manufacturer level. Yet one more reason to distrust governments.

    --
    Submission as evidence constitutes plaintiff and/or prosecutorial misconduct.
  18. Rethink by techdojo · · Score: 3, Insightful

    At first blush this struck me as similar to the printers that revealed a specific device by a faint set of dots printed on each piece of paper. On further thought, it occurs to me that the difference would be that the dot-tracking was shady where-as this is a triumph of statistical observation. The former being slimy and the latter sheer brilliance.

    _________________________
    http://techdojo.org/

  19. the other way around by kwikrick · · Score: 2, Funny

    Its only matter of time before someone thinks up a way to manipulate an image such that it appears to be made with some camera and lens, and then this technology may be used to frame (haha) innocent people.

    --
    assignment != equality != identity
  20. shoot raw by glyph42 · · Score: 2, Insightful

    Just shoot raw and process the photos in Photoshop. Then their demosaic algorithm detector will just read "Adobe did it".

    --
    Music speeds up when you yawn, but does not change pitch.
  21. HOLY SHIT!!!! by fataugie · · Score: 2, Insightful

    They figured out how to read the EXIM data stream.

    BRILLIANT!

    --

    WTF? Over?

  22. Re:the downside by NovaHorizon · · Score: 2, Insightful

    yes it was. Now tell me why the police know what model camera you own to begin with without a search warrant and we're all set.