I'm trying to find a way to compare two colors to find out how much they are alike. I can't seem to find any resources about the subject so I'm hoping to get some pointers here.
Idealy, I would like to get a score that tells how much they are alike. For example, 0 to 100, where 100 would be equal and 0 would be totally different.
Thanks!
Edit:
Getting to know a bit more about colors from the answers I understand my question was a bit vague. I will try to explain what I needed this for.
I have pixeldata (location and color) of an application window at 800x600 size so I can find out if a certain window is open or not by checking every x-interval.
However, this method fails as soon as the application is resized (the contents are scaled, not moved). I can calculate where the pixels move, but because of rounding and antialising the color can be slightly different.
Pieter's solution was good enough for me in this case, although all other responses were extremely helpfull as well, so I just upvoted everyone. I do think that ColorEye's answer is the most accurate when looking at this from a professional way, so I marked it as the answer.
The most common method would be a visual color comparison by looking at two physical color samples side by side under a light source. Color is very relative, so you can compare colors in terms of the other color across dimensions such as hue, lightness and saturation (brightness).
Colors or RGB Colors in a computer program are represented by combining 3 "pigments". These pigments are Red, Green, and Blue (which contrasts with the "primary" colors we are used to as a child). By combining some amount of Red, some amount of Green, and some amount of Blue, any (displayable) color can be achieved.
In order to measure the difference between two colors, the difference is assigned to a distance within the color space. In an equidistant-method color space, the color difference ∆E can be determined from the distance between the color places: ΔE = √ (L*₁-L*₂)² + (a*₁-a*₂)² + (b*₁-b*₂)².
What you are looking for is called Delta-E
.
http://www.colorwiki.com/wiki/Delta_E:_The_Color_Difference
It is the distance between two colors in LAB color space. It is said that the human eye cannot distinguish colors below 1 DeltaE (I find that my eyes can find differences in colors below 1 DeltaE, each person is different.)
There are 4 formulas for 'color difference'.
Check the math link on this site:
So the proper answer is to convert your RGB to LAB using the formula given, then use DeltaE 1976 to determine the 'difference' in your colors. A result of 0 would indicate identical colors. Any value higher than 0 could be judged by the rule 'A delta e of 1 or less is indistinguishable by most people'.
There's an open-source .net library that lets you do this easily: https://github.com/hvalidi/ColorMine
The most common method for comparing colors is CIE76:
var a = new Rgb { R = 149, G = 13, B = 12 } var b = new Rgb { R = 255, G = 13, B = 12 } var deltaE = a.Compare(b,new Cie1976Comparison());
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