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Kodak Unveils Brighter CMOS Color Filters

brownsteve writes "Eastman Kodak Co. has unveiled what it says are 'next-generation color filter patterns' designed to more than double the light sensitivity of CMOS or CCD image sensors used in camera phones or digital still cameras. The new color filter system is a departure from the widely used standard Bayer pattern — an arrangement of red, green and blue pixels — also created by Kodak. While building on the Bayer pattern, the new technology adds a 'fourth pixel, which has no pigment on top,' said Michael DeLuca, market segment manager responsible for image sensor solutions at Eastman Kodak. Such 'transparent' pixels — sensitive to all visible wavelengths — are designed to absorb light. DeLuca claimed the invention is 'the next milestone' in digital photography, likening its significance to ISO 400 color film introduced in the mid-1980's."

30 of 184 comments (clear)

  1. Sacrifices color resolution: is it worth it? by chennes · · Score: 4, Insightful

    Of course, you achieve this increased light sensitivity at the expense of losing 1/4 of your color resolution. Maybe if you want the increased sensitivity it might make more sense to pick up something like the Canon 1D Mk III, which, at least according to Ken Rockwell, gives great results all the way up to ISO 6400. I'd hate to lose 1/4 of my color resolution *all of the time* to get the added sensitivity that I only need for a small fraction of the shots I take.

    1. Re:Sacrifices color resolution: is it worth it? by lurker412 · · Score: 4, Informative

      I'm not sure you would lose "color resolution" at all. The current RGB scheme combines color and luminosity. Under the new scheme, those could be separated, much the way LAB color space works. Potentially, this could give you a greater dynamic range, which would address the biggest weakness of current digital cameras. Of course, the proof will be in the execution. If it yields more noise in the process, then it won't be worth a damn. We'll see.

    2. Re:Sacrifices color resolution: is it worth it? by Animaether · · Score: 4, Informative

      You don't really lose a quarter of your color resolution... you lose half the resolution in a specific wavelength, the one normally corresponding to green (though how this is mapped to RG or GB (rarely purely G) is up to the demosaicing algorithm. On the up side, you gain light sensitivity by a factor more than two; assume the filters were perfect and light only existed in the wavelengths they let through. Then any single filtered cell only receives 33% of the stimulans. An unfiltered cell would get the full 100%.

      This additional intensity resolution is, of course, only at a quarter of that of the resolution a full bayer... but nobody ever said you had to discard the intensity measured by the red/green/blue filtered bits; in fact, you can't, or you can't very well determine color at all.

      It's actually a pretty obvious setup (it has likenings to the RGBe storage format.. though that has much larger range, it also mostly separates color (RGB) and intensity (exponent)) - can't wait to see it patented - and makes me wonder why the Bayer pattern was the choice in the first place. I certainly know why they picked green as the go-to channel (human visual sensitivity, blabla), and why the there have to be groups of 4 in the first place (cells are square/rectangular.. design a triangular sensor cell, somebody - quick! gimme that hexagonal sensor).. but why just now Kodak pops this up..

    3. Re:Sacrifices color resolution: is it worth it? by Spy+Hunter · · Score: 2, Interesting

      Well considering that the human eye does much the same thing (rods vs cones), I'd say yes.

      --
      main(c,r){for(r=32;r;) printf(++c>31?c=!r--,"\n":c<r?" ":~c&r?" `":" #");}
    4. Re:Sacrifices color resolution: is it worth it? by locofungus · · Score: 2, Informative

      Infact, a quick google turns up http://www.patentgenius.com/patent/6704046.html - which just mentions RGBW and points out that all three of the RGB values will have to be interpolated at the white pixel.

      Tim.

      --
      God said, "div D = rho, div B = 0, curl E = -@B/@t, curl H = J + @D/@t," and there was light.
  2. we had 400 speed reversal film in the 50s by swschrad · · Score: 3, Interesting

    and color in the 70s.

    I refer you to Tri-X b/w, and to Fujichrome 400 around 1972. a really nicely balanced and warm film. if you pushed it to 1200, you could peel the grains off the base and go bowling with them, but the picture held up remarkably well on the small screen. it was THE go-to magic film for 16mm newsfilm when it came out.

    if that was a negative film, it would have been asa 800 with little more grain than the "fast" 125 color film of the time.

    --
    if this is supposed to be a new economy, how come they still want my old fashioned money?
  3. Probably not intended for SLRs by MonorailCat · · Score: 3, Insightful

    As you state, DSLRs already have fairly decent sensitivity, so this is not likely to be a good compromise for them.

    Modern 'compact' digital cameras, however, which stuff 7-12 megapixels on 1/1.8" and 1/2.5" sensors (smaller than your fingernail) could benifit enormously from this. These sensors are already past the diffraction limit of most of the lenses, so a drop in color resolution may not be too damaging (the eye being less sensitive to color resolution, than luminance anyway). Kodak is claiming a 1-2 stop increase in sensitivity, which would be a great benefit to anyone using a compact inside, or in other poor light. (I have yet to own a camera that performs well above ISO 200)

    As with all such tech announcements the proof is in the pudding, and until we can compare full size samples to conventional bayer sensors, its hard to tell if this is the next big thing or not.

  4. Transparent AND absorbs light? by Burb · · Score: 2, Funny

    That's a neat trick. I wonder how they can do that?

    --

  5. Nothing too revolutionary by bsundhei · · Score: 2, Interesting

    This is really not anything new to the image industry, just a new application. There is already the CMYK colorspace for printers, which is effectively an RGB + black to get deeper colors. I don't see this as really revolutionary, as much as "Can't believe this hasn't been done yet." Though, at least they admitted this too :) My biggest hope for this is to reduce per pixel noise by being able to reference the fourth plane, but I doubt they will get there for a while, they still have to work out the color conversions.

  6. CMOS version of Rods and cones by G4from128k · · Score: 5, Insightful

    Kodak has rediscovered what evolution found millions of years ago -- design a dual system such as the rods and cones of the biological eye. The average human eye has about 120 million sensitive, panchromatic rods and only 6 or 7 million color-sensitive cones (many in the central fovea). The brain merges the limited amounts of color information with the larger volume of B/W image data to paint color into the image that we think we see.

    --
    Two wrongs don't make a right, but three lefts do.
    1. Re:CMOS version of Rods and cones by Anonymous Coward · · Score: 2, Funny

      Kodak has rediscovered what God found six thousand years ago

      Fixed that for you. : )

    2. Re:CMOS version of Rods and cones by SpinyNorman · · Score: 3, Interesting

      The old/current Bayer pattern (also a Kodak "invention") also reflects the lower resolution of our vision to color vs brightness (as does JPEG and YUV based image compression - UV can be downsampled compared to Y with little loss in perceived resolution). In the Bayer pattern each block of 2x2 pixels have 2 with green filters, described as luminance-sensitive in the original patent, and one each of red and blue filter described as chrominance sensitive.

      The new Kodak filter pattern is still taking advantage of our better resolution for luminance, but is implementing it better by basing it on color filters (or the lack of them) that let more light through, thereby increasining signal-to-noise (especially needed in low-light conditions).

      I'm not sure that this new filter pattern is optimal though. As another poster noted, R/G/B filters are too narrow and cut out a lot of light. You could still capture the color information with two broader filters more directly corresponding to the U & V of the YUV color space.

  7. why are sensors in RGB instead of CMY? by leehwtsohg · · Score: 2, Interesting
    The gain here seems to come from the fact that they use a white sensor (i.e. unfiltered), which sees ~3 times more light.

    They divide each sensor of the regular bayer pattern to 4, half white, half color. This way one can also report a 4-fold increase in the number of pixels, without really increasing the resolution. (which actually will be a boon for digital photography, since no one needs the current resolution anyway, because the optics doesn't keep up, but a megapixel race is on...)

    But does anyone know why sensors use RGB and not CMY? a Cyan filter would let green and blue through, but keep red out, instead of blocking two parts of the visible spectrum for each pixel. This way, by simply switching color space, the camera becomes twice as sensitive to light. I.e. instead of

    R G
    G B
    use

    M C
    C Y
    or something like that. One could even combine the two methods, and use white pixels, to gain a slight further increase in light sensitivity (from 8/12 to 10/12). Is there any reason that current cameras use RGB?
    1. Re:why are sensors in RGB instead of CMY? by Anonymous Coward · · Score: 5, Informative

      CMYK filters were actually tried:

      http://en.wikipedia.org/wiki/CYGM_filter

      They don't actually provide any practical benefit over RGB in terms of noise, if your final output is meant to be RGB, due to the mathematics of the color space transformation. And your final output is generally RGB, for digital photography; even if you print, the intermediate formats are generally RGB, and cheap consumer printers take input in RGB, not CMYK.

    2. Re:why are sensors in RGB instead of CMY? by leehwtsohg · · Score: 2, Interesting

      Thank you for the link! That is very interesting. So CMY was already tried in cameras. Once you have a digital pixel, it pretty much doesn't matter if you represent it in RGB or CMY - just a transform of the same information.
      But I don't understand why you don't have less noise. The wikipedia article mentions higher dynamic range. Isn't it true that twice as much light falls on each sensor, so you gain a stop, and because of that have less noise (because you need the shutter open for only half the time)? Or is it somehow that when you get noise, it is in two channels, and thus you have the same amount of noise?

    3. Re:why are sensors in RGB instead of CMY? by slagheap · · Score: 2, Informative

      But does anyone know why sensors use RGB and not CMY? a Cyan filter would let green and blue through, but keep red out, instead of blocking two parts of the visible spectrum for each pixel. This way, by simply switching color space, the camera becomes twice as sensitive to light.

      Let me just turn that around for you...

      A Green filter would let cyan and and yellow through, but keep Magenta out, instead of blocking two parts of the visible spectrum for each pixel.

      The color spaces are complimentary. Each color in one space is halfway between two colors in the complimentary space.

      ___R___
      _Y___M_
      _G___B_
      ___C___

      A filter of any color will, in one color-space allow one color and block the other two, while in the other color space allow two colors, and block one.

      RGB is the color space usually used for additive color (i.e. light -- More/different light means brighter). A sensor is capturing light. CMY(K) is usually used in subtractive color (i.e. ink -- More/different ink means darker).

      --
      First against the wall when the revolution comes
    4. Re:why are sensors in RGB instead of CMY? by ChrisMaple · · Score: 2, Interesting

      Useually random noise sums as "root sum of squares". So the signal level would double, the noise would increase by about 1.4X. The net improvement would be 2/1.4 = 1.4. The more complicated electronics would reduce the S/N improvement a bit more, so the net improvement would probably be in the range of 1/3 to 1/2 stop (1.25 to 1.4), I guess.

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    5. Re:why are sensors in RGB instead of CMY? by MasterC · · Score: 4, Interesting

      This way, by simply switching color space, the camera becomes twice as sensitive to light. I.e. instead of ...
      The issue is that the spectral density of sunlight is not flat. (I can't seem to find a good image for you.) Basically, it peaks at about 500 nm (yellowish-green) and tapers off toward infrared and ultraviolet. The Bayer filter has twice as many green pixels as red or blue, which reflects the sunlight power spectral density more than having one cyan, one magenta, one yellow, and one intensity would. In other words, sunlight is more green than red and blue.

      It is no coincidence (I suppose it's arguable if you call evolution a "theory" (with quotes)) that our eye is most sensitive to green light. :) Notice that of the three cone cells in our eyes, two heavily favor (534 & 564 nm) the yellow-green end of the spectrum. IMHO, the ideal colors for a camera filter would match the three peaks in our cones which decently lines up with the sunlight PSD.

      As a side note, the need for white balance on cameras is that spectral density for different light sources are not the same. Incandescents differ from fluorescents which differ from sunlight which is why incandescents have an orangeish tint and fluorescents have a blueish tint (that's where their frequencies have their peak power).

      (The theory behind why chlorophyll is green (which means it reflects green and, thus, does not absorb the frequencies with the most power) are quiet interesting to boot.)
      --
      :wq
    6. Re:why are sensors in RGB instead of CMY? by ringm000 · · Score: 2, Interesting

      In a camera, you cannot convert CMY to RGB by just inverting the components. Even in ideal model like (C,M,Y)=(G+B,R+B,R+G) you have to convert like R=(M+Y-C)/2, increasing noise level by 50%. Absorption spectra of the cones overlap a lot, so this model is obviously unreachable, requiring complex color correction which would probably give imperfect results. However, these are all color-related problems, and the dynamic range of luminance should still be improved.

  8. I'd Rather Have Less Noise, Wider dMax by ausoleil · · Score: 2, Interesting

    Sure, "faster" sensors will be a boon to the consumer market, and will surely have some applications in the pro market as well -- existing light press photography come to mind.

    For me, though, the problem is not so much speed as it is noise and dynamic range. That's because a lot of the time I still do fine-art level landscape and studio glamour photography -- neither of which are speed starved, but even the finest digitals could still use even less noise and wider dynamic ranges.

    While DSLRs have a huge advantage over handhelds in this regard, it would still be nice to see improvements in s/n such that the darker zones maintained their clarity and detail. Even the finest Canon cameras suffer to a degree in this regard, at least for people with very high standards. Some of us have those standards because that is what our clients demand - and in some cases we still must use film to meet their criteria.

    It's a virtual law that to obtain the best noise performance you need to use the lowest ISO speed that the camera can attain. So instead of bottoming out at 100, like most DSLRs, I'd like to see 25. Or better, 12.

    For more info, visit http://www.normankoren.com/digital_tonality.html

  9. DPReview has a good explanation by MonorailCat · · Score: 2, Informative

    They posted a full press release with images and sensor layout diagrams, additionally there is an excellent discussion in their news forum with a lot of good information. http://www.dpreview.com/news/0706/07061401kodakhig hsens.asp

  10. Re:too little, too late? by Zarhan · · Score: 2, Informative

    Only problem is that Foveon (at least current implementation) is crap. The three colors have too much overlap and they also aren't very sensitive, either. Fine, you get rid of some of the bayer artifacts, but in return you lose most of the extreme colors and lots of sensitivity.

  11. Where is the transparent pixel? by 140Mandak262Jamuna · · Score: 3, Interesting
    The Bayer pattern has one red, one blue and two green sub-pixels per pixel. They could lose one green and replace it with transparent. Or they could come up with a different packing to accomodate a transparent sub-pixel.

    One of the problems with DLP projection TVs with a "color wheel" was that since every color lets only 1/3 of the light through, the picture was dim. So they added a fourth element "clear" that lets out all the light to get every projected pixel a blast of light they need and the remaining portions of the color wheel adds only additional brightness for each color.

    This technology seems to be kind of similar. The transparent sub pixel detects over all lumninosity and the remaining pixels "adjust" for color. Very close to what we have in our retina too. Almost all our cylindrical cells respond only to luminosity and the cones respond, to varying degrees, three colors. A poster was complaining about losing "color resolution". I think millions of years of evolution has shown us the balance. You need about 90% of the pixels responding to luminosity and just 10% to color. The same ratio in our retina.

    --
    sed -e 's/Chuck Norris/Rajnikant/g' joke > fact
  12. Why not this pattern by Bob-taro · · Score: 2, Interesting

    The patterns they suggested in the article were not as elegant as the Bayer filter (where each color formed an evenly spaced grid). They may be hiding the actual pattern for now or there may be some technical reason for those patterns that I don't understand, but I would suggest this pattern (C = Clear):

    C G C G
    B C R C
    C G C G
    R C B C

    it keeps the same 4clear:2green:1red:1blue ratio but the different color pixels all form a regularly spaced grid.

    --
    Prov 9:8 Do not rebuke mockers or they will hate you; rebuke the wise and they will love you.
  13. Other ideas for alternative color patterns by Thagg · · Score: 4, Interesting

    While I like Kodak's idea quite a bit, here are a couple of other ideas.

    1) Sony was building cameras for a while with four color channels. There was the normal green, but also a different green they called "emerald" for one of the four Bayer pattern locations. Unfortunately, this was a solution in search of a problem, it never really caught on because there just wasn't any perceived benefit.

    2) I do visual effects for films. For the last 50 years or so, people have been using bluescreen and greenscreen effects. The idea is to put a constant color background, and process the image so that any pixels of that color become transparent. Over the years, more and more lipstick has been applied to this pig -- so that you can now often extract shadows that fall on the greenscreen, pull transparent smoke from the greenscreen plate -- these things have become even more possible through digital processing.

    Still, it sucks. Greenscreen photography forces so many compromises that I often recommend shooting without it and laboriously hand-rotoscoping the shots.

    But -- say you had a fourth color filter, with a very narrow spectral band. Perhaps the yellow sodium color -- commercial lights that put out very narrow-band yellow are sometimes used for street lighting. If you had a very narrow-band sodium filter over 1/4 of the pixels, you could pull perfect mattes without 99% of the artifacts of traditional greenscreen and bluescreen photography. Finally (and this is killer!) you could make glasses that the director of photography and other lighting crew could wear that block just that frequency, so they could see the set as it really is -- without the sodium light pollution.

    Still, Kudos to Kodak for thinking outside the box.

    Thad Beier

    --
    I love Mondays. On a Monday, anything is possible.
  14. Loss of color resolution is not that big a deal by Solandri · · Score: 4, Informative

    It's done on TV all the time and nobody complains (chrominance is separated from luminance and often transmitted at much lower resolution). As has been pointed out below, your eyes are made up of rods (which see black and white) and cones (which see color), and only a fraction of those cones are devoted to each individual red, green, or blue spectrum. So your color resolution is already significantly lower than your luminance resolution. You can even see photos demonstrating this with a 9x decrease in color resolution (3x in each linear direction). You're most sensitive to green, which is why the Bayer sensors commonly used in digital cameras divide each 4 pixels into GRGB.

  15. Better than Foveon? by mdielmann · · Score: 2, Informative

    I wonder how this is going to compare to the Foveon sensors. They capture RGB data at all pixels - filtered based on depth rather than location. Now if only those babies cost less.

    --
    Sure I'm paranoid, but am I paranoid enough?
  16. How about using that new non-reflecting material? by GreenSwirl · · Score: 3, Interesting

    Researchers here at Rensselaer Polytechnic Institute recently came up with a super non-reflective coating -- it basically has nano-spikes that help absorb light from all angles and at all frequencies. Seems like it would be good to use for the dark pixel. http://news.rpi.edu/update.do?artcenterkey=1956

  17. Re:resolute colors required? by fyngyrz · · Score: 3, Informative
    In response to the previous post, however, the fourth, unfiltered pixel would decrease color resolution by 1/4

    No... not really.

    First of all, the Bayer pattern is...

    RG
    GB

    ...in a square as shown. Because there are three color channels desired, and four cells in a square, and green carries the most spatial information to the eye, the green sensor is duplicated. Recovering image data from a Bayer patterned sensor involves getting luma from all four cells, adjusted for how luma looks when viewed through such filters, and interpolating R, G and B from the staggered sensors in adjacent 4-cell Bayer groups. In a Bayer grouping, you always have RGRGRGRGR.... on one line and GBGBGBGB... on the next, which also gives you vertical lines of RGRGRG.... and GBGBGB...

    Giving up one of the four sites to wide-band sensitivity as Kodak proposes, the same spatial pattern still has exactly the same sensitivity to red and blue; nothing has changed there. Red and blue sensor sites still alternate at the exact same spatial rate. But the new pattern has 1/2 the spatial (not intensity) sensitivity to green (which we are most sensitive to, remember); it has the same sensitivity to luma; and it probably has considerably enhanced sensitivity to infrared and ultraviolet, though that remains to be seen, and such an advantage is not as generally useful to most photographers (though those who enjoy IR and/or UV photography will love this thing if the sensor is truly wide-band.)

    But there are complications; such as, Bayer filters tend to produce significant moire patterns, and the filters applied to prevent that reduce the available spatial resolution by as much as 1/2 along each axis anyway.

    I've written numerous RAW image plugins for Bayer (and other) patterns, and believe me, it isn't as simple as 1/4 the color. This is a new configuration, and I've not written code for it as yet, but I would bet my boots that when the time comes to do so, the color resolution of an image will not suffer much, if at all. You'll still have RGB info available at about twice the moire filter rate. Spatial resolution shouldn't suffer either, because luma information is still available from the new arrangement. In terms of color images, what I'm trying to figure out is what the perceived advantage is.

    Thinking outside the box of color images, though, I can imagine a simple 1/4 resolution B&W mode that can do infrared and ultraviolet with the proper blocking filters... that'd be trippy. :-)

    --
    I've fallen off your lawn, and I can't get up.
  18. RG +BG arguments missing the point? by CodeShark · · Score: 3, Informative
    Having read all the arguments about giving up 1/2 of the green sensors, and admittedly not as an electronics fiend but as someone who worked in printing for years before moving to IT, I think the "sacrificing color" arguments are somewhat overstated. Here's why:

    In printing technologies, at least in the early '90s they were using a technique called either "GCR" (gray color removal) or "UCR" (under color removal) which basically transfer almost all of the "light density" information from the cyan-magenta-yellow films of a color separation to the "K" film (black) -- because black ink is quite a bit cheaper than the alternatives. I have seen images printed with up to 90% of the density in the black that are virtually indistinguishable from images printed from a "normal" color separation by the naked eye, and sometimes if a high enough line screen value is used (+200 LPI) it is hard to tell that a print is a GCR'd image even with a magnifying glass.

    So it stands to reason for me at least that if I devote more attention to capturing the "amount" of light with "one CCD eye" completely open, and the "quality" (hue and tint) of the light with my "other three CCD eyes" that are filtering for spectra, I should be able to do the same thing digitally that they have been doing optically in printing for yearsand still yield a superior result.

    I'd love to hear a discussion about the best way to use the digital bits in a 32 bit "GCR" digital world by the way. For example, using 10 bits (1024 levels) for luma, 8 bits (256 hues and tints) for green, and 7 bits (128 hues and tints each) for red and blue, or whatever the optimal case could be

    Thoughts?

    --
    ...Open Source isn't the only answer -- but it's almost always a better value than the alternatives...