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physics - Convert spectral distribution to RGB color


Presume that I have a spectrum as a function of wavelength (an example being the blackbody spectrum):



blackbody curves


I want to convert that to a single RGB color to display on-screen, i.e. the "color" of that object as it would appear to the eye. From searching, I can see that there are ways to do this with a matrix transformation for a single wavelength, but I was hoping someone already had a solution coded up in Mathematica for an arbitrary input spectrum.



Answer



I got my CIE color matching functions from here. These are the CIE 1931 2-deg, XYZ CMFs modified by Judd (1951) and Vos (1978).


{λ, x, y, z} = 
Import["http://www.cvrl.org/database/data/cmfs/ciexyzjv.csv"]\[Transpose];

ListLinePlot[{{λ, x}\[Transpose], {λ,y}\[Transpose], {λ, z}\[Transpose]},
PlotLegends -> {"X", "Y", "Z"}]


color matching functions


Conversion of color temperature to XYZ tristimulus values is done using Planck's radiation law. Note that I make use of vectorization to calculate the integration of the product of black body radiation and the color sensitivity curves over wavelength. I also scale the output to make Y (more or less the luminance) equal to 1.


λ = λ 10^-9; (* wavelength is given in nm *)

XYZ[t_] :=
Module[{h = 6.62607*10^-34,c = 2.998*10^8, k = 1.38065*10^-23},
{x, y, z}.((2 h c^2)/((-1 + E^((h c/k)/(t λ))) λ^5)) // #/#[[2]] &
]

With V10 there are two convenient functions that perform the rest of the transformation for us: XYZColor and ColorConvert (updated):



ColorConvert[XYZColor @@ XYZ[temp], "RGB"]

Example:


Graphics[
Table[
{
ColorConvert[XYZColor @@ XYZ[i], "RGB"],
Rectangle[{i, 0}, {i + 50, 5000}]
},
{i, 100, 10000, 50}

],
Frame -> True, FrameTicks -> {Automatic, None, None, None},
FrameLabel -> {"Black body temperature (K)", "", "", ""}
]

blackbody spectrum


Note that some clipping can take place in the conversion from XYZ to RGB (sRGB has a rather restricted gamut):


ChromaticityPlot[
{
"sRGB",

Table[ColorConvert[XYZColor[XYZ[i]], "RGB"], {i, 100, 40000, 50}],
Table[XYZColor@XYZ[i], {i, 100, 40000, 50}]
}
]

chromaticity plot of blackbody spectrum


Scaling the XYZ values down somewhat (here with a factor of 2) may provide a solution in some cases:


ChromaticityPlot[
{
"sRGB",

Table[ColorConvert[XYZColor[XYZ[i]/2], "RGB"], {i, 100, 40000, 50}],
Table[XYZColor@XYZ[i], {i, 100, 40000, 50}]
}
]

scaled chromaticity plot of blackbody spectrum


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