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Thread: A demonstration of why "true color" is a myth

  1. #1

    A demonstration of why "true color" is a myth

    Hello, all! I'm sure this revelation will be quite obvious to a lot of people, but as it just struck me, I'd like to share it.

    While attempting to answer an entirely unrelated question in the real world, I stumbled upon a neat website about ocular anatomy:Anatomy, Physiology & Pathology of the Human Eye. While I had learned most of it before, at one time or another, I had never quite grasped what seems now to be a terrible obvious point -- that primary colors are not absolutes, so therefore although they are intrinsic to our perception of color, there is nothing magical about them, and they will not help us to produce an image displaying "true" color.

    Our entire world of color, including the three primary colors, the color wheel, and the idea of complementary colors, is defined not by any fundamental law of physics but by the anatomy of the macula. The macula is part of your retina, which, although it is part of your eyeball, is really part of your brain. The macula is the first step in the phenomenally complex image processing performed entirely unconsciously by our brains all the time. It features rods and cones, which are (respectively) sensitive to brightness and color. The cones come in three kinds, and perhaps unsurprisingly, these are red, green, and blue. Additive color theory (that used by digital cameras and your computer monitor alike) rely on these three primary colors. (Yellow is only a primary color in subtractive color theory.) So in order to get a really true color image, we need a digital camera sensitive to precisely the same three wavelengths. (This is an oversimplification, however. Our cones are not sensitive to exactly three wavelengths. The sensitivity of the three kinds of cones is best described by three bell curves, which you can find on this page about the macula.

    But it doesn't stop there. Because we don't just take three filtered grayscale images and let our brains combine them. In fact, our maculas do a bit more work before letting the visual cortex cope with the signal. Specialized neurons called "opponent cells" in the macula compare the signal from a red and a green cone and feed the result to another opponent cell which compares the resulting signal with the signal from a blue cone. This is what gives rise to our perception of complementary colors, and is why we get such startling effects when we look at a picture painted entirely in two complementary colors. So in order to get a camera to capture exactly what our eyes send to our brains, then not only must it be restricted to the same major frequencies addressed by our cones, but it must also pre-process each pixel individually in the same way that our maculas do.

    And that, of course, still isn't the whole problem. Because our eyes do not see exactly what we do in fact see. We see color best in the fovea, and although we perceive a great deal of color in our peripheral vision, we're actually nearly colorblind there. After the eyes are finished with the image, there is still a staggering amount of image processing that must be performed, and that processing is far beyond anything computers are capable of today.

    So perhaps there is an irony in the fact that not even human eyeballs hooked up to a spacecraft could produce an image which would satisfy someone like Hoagland as to the "truth" of its color.

  2. #2
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    For some remarkable demonstrations of how different colors can look similar in different color contexts, see the following page:

    http://www.purveslab.net

    Click on Enter in the upper left corner to load the app. In the right window will be two color cubes. Click twice on the right arrow in the toolbar beneath them to cause a mask image to cover the cubes and reveal the actual colors. Similar demonstrations are available in the menu on the left.

  3. #3
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    Quote Originally Posted by Joe Durnavich
    For some remarkable demonstrations of how different colors can look similar in different color contexts, see the following page:

    http://www.purveslab.net
    8) . You have to see it to believe it. Very nice.

    During the webcast on the ladies at JPL, one comment of interest is the number of parameters used for the color images of mars - about 17,000.

    The "true color" story mentions there were many images (I want to say 100,000 maybe) taken with the rover cameras here to help estabilish what "true color" might look like there.

    One of the questions I have regarding the response of the eye is wether or not the eye/brain will see white any time all three color cones are flooded with light in their respective reception range. I have not been able to find the light flux limit that would accomplish this blinding event. How many photons/sec can each color cone take before their signal to the brain is "maxed"?

  4. #4
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    By the way, in case some of you start out with different examples in the applet, the "See for Yourself" example I was referring to was number 13, Color Constancy: cube, but they are all good.

  5. #5
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    One of the questions I have regarding the response of the eye is wether or not the eye/brain will see white any time all three color cones are flooded with light in their respective reception range.

    I don't know the answer to that, but it sounds brutal!

    You can take the opposite approach to see pure whiteness: View a dim light source that is just bright enough to trigger the luminosity (black-and-white) visual system, but not bright enough to trigger the chromatic system.

  6. #6
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    Quote Originally Posted by Joe Durnavich
    One of the questions I have regarding the response of the eye is wether or not the eye/brain will see white any time all three color cones are flooded with light in their respective reception range.

    I don't know the answer to that, but it sounds brutal!
    I am interested only in the upper threshold were the brain no longer adds color parameters to the equation (or somethin like that). Hopefully, this is long before pain levels are a factor.



    [edit: took out "not" in not interested only]

  7. #7
    For some remarkable demonstrations of how different colors can look similar in different color contexts, see the following page:

    http://www.purveslab.net
    Oh great! Now I'll never be able to trust my eyes again. :P

  8. #8
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    The two squares looked identical to me.

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