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Single Pixel Camera Takes Images Through Breast Tissue

KentuckyFC writes Single pixel cameras are currently turning photography on its head. They work by recording lots of exposures of a scene through a randomising media such as frosted glass. Although seemingly random, these exposures are correlated because the light all comes from the same scene. So its possible to number crunch the image data looking for this correlation and then use it to reassemble the original image. Physicists have been using this technique, called ghost imaging, for several years to make high resolution images, 3D photos and even 3D movies. Now one group has replaced the randomising medium with breast tissue from a chicken. They've then used the single pixel technique to take clear pictures of an object hidden inside the breast tissue. The potential for medical imaging is clear. Curiously, this technique has a long history dating back to the 19th century when Victorian doctors would look for testicular cancer by holding a candle behind the scrotum and looking for suspicious shadows. The new technique should be more comfortable.

81 comments

  1. Mmm... by Etherwalk · · Score: 0

    Curiously, this technique has a long history dating back to the 19th century when Victorian doctors would look for testicular cancer by holding a candle behind the scrotum and looking for suspicious shadows. The new technique should be more comfortable.

    I think we've determined who should never, ever write grant proposals.

    1. Re:Mmm... by TWX · · Score: 2

      I don't want him to come near me with a candle either. If I were to make a list of places that I don't ever want set on fire, after my face and the rest of my head I think that would be next.

      --
      Do not look into laser with remaining eye.
    2. Re:Mmm... by MaskedSlacker · · Score: 3, Funny

      Your priorities are clearly backwards.

    3. Re: Mmm... by Anonymous Coward · · Score: 0

      About 14 years ago I had this done with a penlight.

      Tremendous advances have been made since the candle.

    4. Re:Mmm... by 93+Escort+Wagon · · Score: 1

      Not necessarily. He mentioned his head... he just didn't clarify which one he was referring to.

      --
      #DeleteChrome
    5. Re:Mmm... by Anonymous Coward · · Score: 0

      Correction, what he actually said was "my face and the rest of my head". In order for the head in question to be his lower horn, there must also be a face attached to it. And I am unaware of any part of a human's lower horn that is referred to as a face.

  2. Strange KFC advertising by Anonymous Coward · · Score: 1

    You aren't even mentioning if the chicken breast is deep fried.

    1. Re:Strange KFC advertising by TWX · · Score: 2

      With the candle, it's probably a Burger King product... Flame Broiled.

      --
      Do not look into laser with remaining eye.
  3. more comfortable, but less fun by Trepidity · · Score: 5, Funny

    Some people pay good money to have a candle held behind their scrotum.

    1. Re:more comfortable, but less fun by Anonymous Coward · · Score: 0

      When they're held for pleasure, they're the balls that I like best.

      https://www.youtube.com/watch?v=_W-fIn2QZgg

      Posted Anonymously because...

    2. Re:more comfortable, but less fun by Anonymous Coward · · Score: 0

      Go on...

  4. Not Human Breasts...Doh by cb88 · · Score: 3, Insightful

    Its chicken breast tissue.... thats just blatant click bait. However you want to look at it.

    1. Re:Not Human Breasts...Doh by 93+Escort+Wagon · · Score: 5, Funny

      Its chicken breast tissue.... thats just blatant click bait. However you want to look at it.

      Or it might be chick bait.

      Thank you! I'll be here all week!

      --
      #DeleteChrome
    2. Re:Not Human Breasts...Doh by the_povinator · · Score: 3, Informative

      It's not really correct to say "breast tissue". Chickens don't have mammary glands, so they have no breast tissue as such. What I imagine they used is the pectoral muscle of the chicken, known for culinary purposes as "chicken breast".

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    3. Re:Not Human Breasts...Doh by camperdave · · Score: 1
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    4. Re:Not Human Breasts...Doh by Anonymous Coward · · Score: 0

      Its chicken breast tissue.... thats just blatant click bait. However you want to look at it.

      Never mind, here's a single pixel image of a human breast instead.

    5. Re:Not Human Breasts...Doh by Immerman · · Score: 1

      Yes, and since chicken's have no mammary glands, would not "chicken breast tissue" be what is commonly called "muscle"? Or perhaps "skin", "fat", or "connective tissues"? Hmm, I must RTFA to clarify!

      Yep, article jut says "chicken breast", and the photo clearly shows a slice of low-fat muscle. The ambiguity was entirely the fault of the headline and summary. Good work there KFC/editors.

      --
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    6. Re:Not Human Breasts...Doh by Anonymous Coward · · Score: 0

      Thank you! I'll be here all week!

      Not if the hook emerging stage left has anything to do with it...

    7. Re:Not Human Breasts...Doh by Zaiff+Urgulbunger · · Score: 1

      Its chicken breast tissue.... thats just blatant click bait. However you want to look at it.

      Or it might be chick bait.

      cluck bait surely?

  5. Not a camera by graphius · · Score: 4, Interesting

    Not really a single pixel camera, more of a single pixel light absorption meter taken over an area...

    1. Re:Not a camera by donaggie03 · · Score: 4, Informative

      Not really a single pixel camera, more of a single pixel light absorption meter taken over an area...

      What is a camera if not a glorified light absorption meter?

      --
      Three days from now?? Thats tomorrow!! ~Peter Griffin
    2. Re:Not a camera by graphius · · Score: 0, Offtopic

      In a way you are right, but there is a lot of difference between a camera and a light meter.

      Speaking as a photographer...

    3. Re:Not a camera by fche · · Score: 2

      The trick is that the light source varies with different samples. What this apparatus appears to be computing is a dot product (overall image intensity) with a series of 2D wavelets. Then inverse-transform the coefficients to a 2D image.

  6. *Chicken* breast? by Anonymous Coward · · Score: 0

    Way to waste a fine camera there.

  7. ... That had to burn... by Anonymous Coward · · Score: 0

    Doctor holding a CANDLE behind your scrotum... (ball sack)

    1. Re:... That had to burn... by Livius · · Score: 1

      It depends how far behind.

      (Though I would guess the closer the better from a diagnostic imaging perspective.)

    2. Re:... That had to burn... by TWX · · Score: 1

      How about s'more beans, Mr. Taggart?

      --
      Do not look into laser with remaining eye.
    3. Re:... That had to burn... by Anonymous Coward · · Score: 0

      Doctor holding a CANDLE behind your scrotum... (ball sack)

      So that's what a scrotum is! Thanks for clearing that up!

  8. Medium.com spammer by Anonymous Coward · · Score: 0

    fails basic grammar too.

  9. Flaming periniums Batman! by tgibson · · Score: 2

    Victorian doctors would look for testicular cancer by holding a candle behind the scrotum

    I hope that they actually held the candle in front of the scrotum and looked from behind.

    1. Re:Flaming periniums Batman! by PopeRatzo · · Score: 1

      I bet there were a lot of pubic hair fires.

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    2. Re:Flaming periniums Batman! by Immerman · · Score: 1

      Still better than waxing.

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    3. Re:Flaming periniums Batman! by PopeRatzo · · Score: 1

      Still better than waxing.

      That reminds me, I'm due to make an appointment for my pre-solstice grooming.

      --
      You are welcome on my lawn.
    4. Re:Flaming periniums Batman! by uniquegeek · · Score: 1

      No, that would be disgusting.

  10. chick breast by turkeydance · · Score: 0

    you had me at c.

  11. How about the sensor from Lytro? by KreAture · · Score: 1

    A 40 megaray light sensor may be interesting in such applications?
    http://www.lytro.com/
    Recording more than just intensity per pixel...

    1. Re:How about the sensor from Lytro? by Anonymous Coward · · Score: 0

      Too bad the Lytro's results are just abysmal. Dunno if that tech really has potential.

  12. Single-pixel what? by PopeRatzo · · Score: 1

    Maybe it's because I've been drinking since 10am, but I just cannot wrap my head around how these single-pixel cameras work.

    Any nice person out there feel like explaining it so a stupid person can understand?

    Bonus points if you explain why a chicken breast was involved. Seriously, maybe I have brain damage because I've read the summary three times and it might as well be written in Middle Egyptian for all I'm getting.

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    You are welcome on my lawn.
    1. Re:Single-pixel what? by PolygamousRanchKid+ · · Score: 1

      I just cannot wrap my head around how these single-pixel cameras work.

      Well, the camera only has a single pixel . . . but . . . they bounce the light off an "array of digital micro-mirrors". And they re-arrange the "array of digital micro-mirrors" and take a new shot 500 times. So just think of them as just taking 500 random pixels samples from the whole picture, and number crunching it, to smooth it out. Note, this is an over-simplification.

      Bonus points if you explain why a chicken breast was involved.

      The summary mentioned the "candle in the crotch" crew, but TFA also mentioned that the same method was used to detect breast cancer by so-called Victorian "doctors". I think they were just up to the old "hot wax on the boobs" shenanigans, that is featured in finer Internet porn Web sites these days.

      So I guess they will try to tout this as a method for detecting breast cancer. Or that is what they will tell their wives, when they get caught with the neighbors' pubescent Girl Scout Cookie selling daughters with their Girl Scout shirts off.

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    2. Re:Single-pixel what? by skids · · Score: 1

      Shoot a randomly speckled light pattern through a splitter. Put one copy of the pattern into a multipixel camera, then multiply what the multpixel camera saw with what the single pixel receiver saw after the second copy of the pattern bounced off or through the target. Rinse repeat, sum that array of pixels over lots of iterations. Basically that tweaked with additional statistics and physics for efficiency/accuracy. Perhaps eliminate the multipixel camera if you can find some other way to know the speckle patterns you emit.

      Still not clear on how they get the duplicate of the post-scattering image when using a chicken breast as a scatterer, myself, though. Maybe they are acattering before the chicken breast and just have found additional math to compensate for the scattering in the chicken.

    3. Re:Single-pixel what? by Arkh89 · · Score: 5, Informative

      Ok, let's say that you want to build a 1 "mega-pixel" camera (1000x1000 pixels, for instance). You have the optics but not the sensor array. Instead, you only have a single photo-diode... which is basically a single pixel.

      First approach : you decide to scan the image plane with this photo-diode, trading spatial resolution for time. You move the photo-diode to where the first pixel in the top-left corner of the sensor should be, integrate (collect the photons) for some time, then move to the second pixel position. After making 1 million of such movements/integrations, you have fully sampled the image plane and have a complete 1 "mega-pixel" image.
      Problem : this is slow as hell, you need to move the photo-diode up to some accuracy, etc.

      Second approach : instead of moving the photo-diode you will modulate the incoming signal (photons) and integrate everything to this detector. You take a small video projector and open it to find a component called a DMD which is an array of controllable bistable micro-mirrors. Basically, displaying an image on the video projector is turning this surface as a transmissive gray-scale pattern (note that it is not actually transmitting light, just reflecting). You put it in the image plane (at the position of the sensor array) and you use a lens to focus all of the light coming out of the DMD surface onto the photo-diode.
      Now, instead of scanning, you just have to display a pattern consisting of a "black" frame (fully "blocking") except only one "white" pixel ("transparent") and integrate as usual. As you know which patterns was used for each integration and can, as previously, rebuild the image.

      Second approach, first improvement : instead of lighting pixel per pixel you can use specific patterns. The basic idea is to integrate photons coming from multiple pixels at the same time and reconstruct with a specific algorithm. The idea is to express the problem as a linear equation A x = y where x is the input image, A is the measurement operator = a matrix representing the system and y is the measured vector. In the previous case, you were measuring pixel per pixel which is equivalent as modelling A as the identity matrix (ones on the main diagonal, zeros everywhere else and so y = x). Imagine now that you use another matrix / another way to combine multiple pixels, such that each row of A is pattern you have to display on the DMD and the matrix row is still square and full-rank (a well defined system). In the end you can still reconstruct x from y with A' y = x (where A' is the inverse of A) and get back your image.
      Why would you do this? Well, instead of getting a bunch of photon from a tiny opening you will be measuring many more photons which is a good thing as our real-world detector is noisy. You will thus increase the signal to noise ratio.

      Second approach, third improvement : the main problem of the previous system is that, to obtain a 1 mega-pixel image, you still need to do 1 million projections/measurements which is a lot, and makes the whole process slow. But, you know for a fact that images are compressible signals (JPEG is a proof of that) which means that you can represent any 1 mega-pixel image signal into a much smaller vector size. This is because natural images are not random structures and possess some level of coherency = redundancy between pixels. So instead of making as many projection as they are pixels (a square matrix), you will do less, say by a factor between 4 and 10. The matrix A becomes rectangular and you have to use a more complex reconstruction algorithm (non linear, or based on a convex optimization system) which takes into account prior knowledge you would have of natural images (think of it as external constraints that will help you make the system sufficiently well behaved).

      This is basically how single-pixel cameras work (with compressive sensing)...

      I'll pass for the bonus point.

    4. Re:Single-pixel what? by Mandrel · · Score: 1

      Bonus points if you explain why a chicken breast was involved.

      Chicken breast, like most tissue, is translucent, and they were trying to demonstrate the ability to take a picture of a target hidden under several mm of such material, at the same time demonstrating the technique's applicability to diagnostic imaging.

    5. Re:Single-pixel what? by jfengel · · Score: 1

      I got the impression that the idea was to use the breast itself as the scattering medium, in an attempt to focus on something inside the breast, namely a cancer. The chicken breast was used to simulate breast material, which would probably be pretty clever if it weren't so confusing.

      Chicken breast is very different from mammalian mammary tissue, but it was probably the cheapest source of meat. It may also help that it's relatively uniform, to simplify things, while simultaneously being sufficiently random at the tissue level.

    6. Re:Single-pixel what? by PopeRatzo · · Score: 1

      You move the photo-diode to where the first pixel in the top-left corner of the sensor should be

      OK, so the sensor is moving. That helps. It's like a dot matrix printer in reverse? I got hung up on the word "camera", I guess.

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    7. Re:Single-pixel what? by jfengel · · Score: 1

      Thank you for that incredibly lucid explanation. (Sorry, no mod points today, but you were at 5 anyway.)

    8. Re:Single-pixel what? by drinkypoo · · Score: 2

      No, the sensor isn't moving, except in case 1 in which the principle is illustrated. What it sounds like to me is that instead of moving the sensor, you project combinations of patterns onto the lens such that it cancels out every area except the one you want to sample. You subsample the image area and then interpolate the contents.

      --
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    9. Re:Single-pixel what? by Anonymous Coward · · Score: 1

      Not exactly. Rather, the DMD (an array of MEMS mirrors that can allow or block light from reaching the image plane at a single point) mentioned in the earlier post is configured to one of a set of known pseudorandom patterns for each captured frame. This means that each frame captured by the single-pixel sensor is the total of all the photons that reflect off of each activated mirror and reach the image plane.

      You repeat this process a large number of times, each time with a different pattern in the DMD. Since you know the total photon count associated with each frame, and you know the DMD configuration that allowed you to capture that number of photons, you can back-calculate the number of photons that reflect off of each mirror in the DMD. That gives you your image.

      The benefit: most of the noise captured by the image sensor is related to things like heat or incoming spurious photons or other particles that didn't originate from the imaging light source. This noise is typically unrelated to the amount of light coming in, and for a given set of conditions, it will be a random distribution with a fixed mean value. So, to improve your SNR, you simply need to increase the number of signal photons, because the number of noise "photons" will not change much over time. The single pixel camera does this by collecting the light from numerous "pixels" (DMD mirrors) simultaneously and counting them all together as a single value. The tradeoff is that you have to collect a large number of frames, and you have to do some calculation after the fact.

    10. Re:Single-pixel what? by PopeRatzo · · Score: 2

      You know, this Thanksgiving weekend, I'm grateful for the number of very smart yeggs what hang out here at Slashdot. It's honestly inspiring.

      I ask a question and I actually got patient, thorough explanations, on the Internet. You don't find that over at the Twitter or 8chan.

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    11. Re:Single-pixel what? by Immerman · · Score: 1

      As I read it, chicken breast was simply used as an organic scattering medium. Initial experiments were with frosted glass, but if the eventual goal is a new medical imaging technology then it really needs to be regularly tested with the kinds of tissue it would be working with in the field. Presumably they'll eventually start working with pork steaks, organ meats, Rocky Mountain Oysters, etc., but chicken breast is nice, relatively uniform, muscle tissue to get started with, and it possesses a very different internal structure than any manufactured material, so would likely expose a lot of naive assumptions encoded in the image-processing algorithms, without introducing the complexity of trying to see through something with a complex non-uniform structure like a slice of well-marbled roast.

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    12. Re:Single-pixel what? by Immerman · · Score: 1

      The candle was only mentioned in the summary, the article refers to a lamp being used to backlight tissue to look for telltale abnormalities in the scattered light, which seems like a light source far better suited to the task.

      So while you may well be right about a predilection for candle-related shenanigans being involved, I think it's in the minds of the submitter or editors, not the medical researchers or Victorian doctors. Or perhaps it's only that their preconceptions of the Victorian era skewed their memory of that aspect of the article, and the perversion exists only in the mind of the person who read "candle" and immediately thought "shenanigans".

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    13. Re:Single-pixel what? by Immerman · · Score: 1

      I don't think it was even used to simulate breast tissue specifically, just generic "living tissue", as opposed to the frosted glass they started with. The only place "breast" is mentioned in the article without being proceeded by "chicken" is a single line commenting that the Victorian era lamp-behind-the-testicles technique was also used to detect breast cancer.

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  13. Dual Photography by Required+Snark · · Score: 4, Interesting
    Researchers from Stanford demonstrated in 2005 how to generate an image of a scene from the point of view of the light source instead of the camera. It's called dual photography, and has some similarities to the single pixel technique.

    We present a novel photographic technique called dual photography, which exploits Helmholtz reciprocity to interchange the lights and cameras in a scene. With a video projector providing structured illumination, reciprocity permits us to generate pictures from the viewpoint of the projector, even though no camera was present at that location. The technique is completely image-based, requiring no knowledge of scene geometry or surface properties, and by its nature automatically includes all transport paths, including shadows, interreflections and caustics. In its simplest form, the technique can be used to take photographs without a camera; we demonstrate this by capturing a photograph using a projector and a photo-resistor. If the photo-resistor is replaced by a camera, we can produce a 4D dataset that allows for relighting with 2D incident illumination.

    It exploits Helmholtz reciprocity to swap the camera view with the light view. If light is modeled as rays/photons, the path between the light source and a camera pixel is the same going from the light to the pixel, or the pixel to the light. Hence reciprocity.

    --
    Why is Snark Required?
  14. Turn it around. by Anonymous Coward · · Score: 0

    While I'm sure this will work nicely as a breast cancer scanner, I think there's much more potential in implanting an array of these to make Spy Boobies.

    1. Re:Turn it around. by skids · · Score: 1

      You're thinking too small. Used on lottery scratch tickets it would provide resources to then buy boobies and a beer to boot.

  15. Scanning by xluap · · Score: 1

    Probably just a scanning lightsource instead of those patterns would work even better.

    1. Re:Scanning by Anonymous Coward · · Score: 0

      No there is work dating back to the 1040's (there was a book in 1979) explaining why the patterns are better.

    2. Re:Scanning by Anonymous Coward · · Score: 0

      there is work dating back to the 1040's

      I didn't know that it predated the Norman Conquest! Glad the knowledge survived.

    3. Re:Scanning by Anonymous Coward · · Score: 0

      there is work dating back to the 1040's

      I didn't know that it predated the Norman Conquest! Glad the knowledge survived.

      No, what he meant was the original design was derived from income tax forms.

    4. Re:Scanning by Anonymous Coward · · Score: 0

      I suspect that isn't the case, at least w/r/t dynamic range of the resulting image. Although I don't have specific experience with this technology, it seems to me that moving the light source would introduce spatial uncertainties that would limit the amount of spatial coherent integration that can be achieved. There might also be a trade to make w/r/t spatial resolution (without actually doing any math, which I have no intent of doing this early--but perhaps that's what you mean by "better"). Unexpected motion on the part of the light source, sensor, or imaged entity would also impact the resultant image (i.e. any process that can be done quickly has some inherent advantages). Maybe I'll actually go read up on this after some more coffee.

  16. Wait a minute meathead . . . by hduff · · Score: 0

    "Chicken chest! Chicken chest!" -- Archie Bunker

    --
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  17. Chicken breast story submitted by KentuckyFC by Anonymous Coward · · Score: 0

    I feel there's a joke lurking in there somewhere but my mind's swimming in rum and eggnog right now.

  18. it's possible by Anonymous Coward · · Score: 0

    "so It's* possible", not "its possible".

    It's = it is.

    Learn this.

    1. Re:it's possible by Immerman · · Score: 2

      Why does every self-righteous pedant on the net always assume such mistakes are a lack of knowledge, rather than a typo? Personally I've known my itses, thereses and yourses since grade school, but when I'm busy trying to type a tenth as fast as I think homophones slip through from time to time. And if I'm bothering to re-read my post before submission to a discussion forum I'm probably only skimming for conceptual coherency, sew I'll likely miss at least sum of the words that seam okay in passing, be they homophones or minor typos.

      And by this point I think it's well established that whatever the Slashdot "editors" do, it's nothing related to verifying the summary is event vaguely accurate, much less grammatically correct.

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  19. Chicken tissue is a stand in for human soft tissue by hamjudo · · Score: 3, Informative

    They are working with 6 mm samples. They need to improve that by a factor of 5. Only a small percentage of women at risk for breast cancer can tolerate having their breasts compressed to 30 mm for imaging, but it is a large enough percentage to start doing human test trials. Assuming the image quality is high enough.

    With existing xray based mammogram machines the more the breast is compressed, the better the image. There is abundant research on breast compression for imaging, just a google away.

    Perhaps in a few years, this technique will be refined to the point where it can image through 3 cm of tissue in a reasonable amount of time, and produce a clinically useful image. Then we will hear about this technique again. Hopefully, it will be improved to the point where it is suitable for use on the entire population.

  20. Tissue? by devnullkac · · Score: 1

    You know, on chickens, breast tissue is usually called breast meat. I've only seen it called breast tissue on mammals, and then usually only on females.

    --
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    1. Re:Tissue? by Anonymous Coward · · Score: 0

      I'm thinking clickbait. After all, the headline doesn't mention a chicken and the summary only gets around to it at the end.

  21. enough already by Anonymous Coward · · Score: 0

    "a randomising media"

    You mean MEDIUM.

  22. Re:Chicken tissue is a stand in for human soft tis by cb88 · · Score: 0

    Of course! Research going on in these areas is great and hopefully these sorts of tests become more bearable for women however.

    Also I wonder whatever happed to terrahertz scanners that were all the rage a few years back among researchers? They were supposed to be the holy grail of imaging etc.. supposedly as good as an MRI + CAT scan. Apparently these are used in airports... but you just don't hear a whole lot about the tech like a few years ago....

  23. Hey Doc.... by Anonymous Coward · · Score: 0

    ...you feeling a little nuts?!?

  24. Human evolution by Anonymous Coward · · Score: 0

    The eye has evolved quite a bit since Victorian era (19th century), I'm quite sure I have a multi-pixeled eye...

    I wonder how many pixels an eye had in the dark ages?

    or maybe my logic is very off, it could actually have been a genius one eyed doctor who was half-blind on the other eye (could detect light) holding up a candle doing some number crunching to detect...

    1. Re:Human evolution by Anne+Thwacks · · Score: 0
      Nothing enw here, move along please

      It has been standard practice for at least 10,000 years to hold eggs up to the light and look through them to see if they are fertile. To aid this, you hold them over an egg shaped aperture with a light behind it. In the 1960's when I was taught to do it, it was called "candelling" although we used a 60W bulb (for turkey eggs). Candles are not very bright.

      I undertand that the key feature here is to collect multiple, random, scattered rays, and then use "simultaneous equations" to create a 3-D image with a computer instead of a human brain. Most people here (/.) have been pissing on "with a computer" patents for a good ten years.

      --
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    2. Re:Human evolution by Immerman · · Score: 1

      In fairness the "with a computer" part is often really stupid - for single-pixel imaging though it's pretty much vital. I don't think any living thing on the planet uses visual single-pixel imaging techniques, and the math is so involved you can't do it by hand practically. Whale sonar might qualify as a two-pixel sonic analogue, at least some appear to have incredibly detailed imaging capacity, and so far as I can tell they only have the two ears with which to receive the return signal. But I don't believe we have any concrete idea how they accomplish it.

      --
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  25. Why is this more comfortable? by Anonymous Coward · · Score: 0

    Instead of having one picture taken with several pixels, they have to take hundreds of pictures while the subject is not allowed to move.
    Currently they are testing with 6mm thick tissue. What's the thickness of commonly tested human parts? Will the switch to super sensitive sensors or will they ramp up the light source? I hope they will not switch to X-rays for that amount of pictures.

  26. Re:Single Pixel? by Anonymous Coward · · Score: 0

    Typical slashdot reply. Doesn't understand the topic, tries to respond snarkily to seem intelligent.

  27. Finally, superman glasses! by iamacat · · Score: 1

    I have a feeling this technology will be first used to examine breast tissue hidden behind objects.

  28. breast tissue? by Anonymous Coward · · Score: 0

    Isn't the process of taking a photo of breast tissue called a mammogram? Just asking.

  29. Re:Single Pixel? by Immerman · · Score: 1

    Self-important Slashdoter tries to show off his intelligence without bothering to do a ten-second search to ensure he actually has an accurate understanding of the concepts involved - comment suggests he has only the most limited understanding of the concepts of "pixel" and "camera", and no apparent knowledge of the advances in single-pixel imaging in the last several years.

    Seriously dude - if a scientific/technological claim sounds preposterous there's a pretty good chance it's because you're simply unaware of the recent advances and/or subtleties of the field. Even if you're an expert in a closely related field, a quick google search before you dress down others for their ignorance will go a long way in making you seem more intelligent.

    Or as a wise man once said "It's better to hold your silence and be thought an idiot, than to open your mouth and remove all doubt".

    --
    --- Most topics have many sides worth arguing, allow me to take one opposite you.
  30. Re:Single Pixel? by danknight48 · · Score: 1

    comment suggests he has only the most limited understanding of the concepts of "pixel" and "camera", and no apparent knowledge of the advances in single-pixel imaging in the last several years.

    The correct definition of a Pixel.
    http://www.epi-centre.com/basi... , take clear note of the single pixel example at the top.

    Now, if you guys with cameras want to use existing terminology and spin it to suit your needs, surly your the one with "no apparent knowledge of the advances in computing in the last 40+ years."

    Go fuck yourself and your camera. ;)

  31. Re:Single Pixel? by Immerman · · Score: 1

    That is an incredibly limited definition. Any image processing specialist will tell you that a pixel is best treated as a single geometric point sample - treating them as rectangular blocks is the source of many a horrible scaling algorithm. Plus there's not a piece of hardware on the planet that actually represents (or records) a pixel as a single square sampling point. (well, not with *color* anyway). And in fact if you want maximum quality from an image processing algorithm then you need to consider the geometric arrangement of the sub-pixels in your sensor/screen or you'll introduce artifacting.

    --
    --- Most topics have many sides worth arguing, allow me to take one opposite you.