Perception of Colors: Comparing sRGB Triples & Metrics

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The discussion focuses on comparing colors represented as sRGB triples in relation to human perception, particularly the sensitivity of the human eye to lightness versus hue and saturation. Participants seek metrics for color difference that better reflect human perception than simple Euclidean distance calculations. The conversation highlights the complexity of human color receptors and their varying sensitivities, which complicates the comparison of colors. A user discovers a potential resource on color difference metrics, indicating a willingness to explore further. The thread emphasizes the need for more accurate methods to quantify color differences in a way that aligns with human visual perception.
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I'm interested in comparing colors (represented as sRGB triples) in terms of human perception. I vaguely recall something about eyes being more sensitive to differences in lightness than to differences in hue or saturation. Does anyone have any information on this?

Better yet, any good metrics for color difference?
 
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Hmm. That's something, but not really what I'm looking for. Those algorithms take pictures as inputs and attempt to determine what color each point represents in the context of the picture. I'm looking for something that takes two colors and gives a distance.

For example, d(A, B) could be the Euclidean distance
sqrt((A.red - B.red)^2 + (A.green - B.green)^2 + (A.blue - B.blue)^2)
but I'm looking for something that more closely reflects human perception.
 
For humans there are 3 and sometimes 4 types of color receptors, that have sensitivity curves to certain colors, but it's not quite true red, blue, and green (for the 3 receptor people). There is also a set of shades of grey receptors which work better in low light.

http://en.wikipedia.org/wiki/Color#Color_perception
 
Jeff Reid said:
For humans there are 3 and sometimes 4 types of color receptors, that have sensitivity curves to certain colors, but it's not quite true red, blue, and green (for the 3 receptor people).

True. But I'm working with 3-color devices, so the sensitivities to any wavelengths beyond those three are actually irrelevant to me. :)

Jeff Reid said:

I just found
http://en.wikipedia.org/wiki/Color_difference
which may be what I want. Let me read it and ask the knowledgeables here any questions I may have, :D
 
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