Usually that system works just fine. This image, though, hits some kind of perceptual boundary. That might be because of how people are wired. Human beings evolved to see in daylight, but daylight changes color. That chromatic axis varies from the pinkish red of dawn, up through the blue-white of noontime, and then back down to reddish twilight. “What’s happening here is your visual system is looking at this thing, and you’re trying to discount the chromatic bias of the daylight axis,” says Bevil Conway, a neuroscientist who studies color and vision at Wellesley College. “So people either discount the blue side, in which case they end up seeing white and gold, or discount the gold side, in which case they end up with blue and black.” (Conway sees blue and orange, somehow.)"
http://www.wired.com/2015/02/science-one-agrees-color-dress/
IN CASE YOU WERE CURIOUS
I love this though, a perceptual boundary - I desperately want to know what causes the individual variation too. It's part context, probably part priming (if you tell someone it's blue and black they are probably more likely to see it that way?), and probably a little bit about what their brain screens out naturally.
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