{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Colour Matching Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The colour matching functions are the tristimulus values of monochromatic stimuli of equal radiant power [1] and are at the hearth of the *CIE Colour System*, their creation history has been briefly introduced in the [Spectrum](spectrum.ipynb#Colour-Matching-Functions) notebook.\n", "\n", "[Colour](https://github.com/colour-science/colour/) provides the following spectral sensitivity and colour matching functions:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['Smith & Pokorny 1975 Normal Trichromats',\n", " 'Stockman & Sharpe 10 Degree Cone Fundamentals',\n", " 'Stockman & Sharpe 2 Degree Cone Fundamentals']" ] }, "execution_count": 1, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import colour\n", "\n", "sorted(colour.colorimetry.LMS_CMFS.keys())" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['Stiles & Burch 1955 2 Degree RGB CMFs',\n", " 'Stiles & Burch 1959 10 Degree RGB CMFs',\n", " 'Wright & Guild 1931 2 Degree RGB CMFs']" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sorted(colour.colorimetry.RGB_CMFS.keys())" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['CIE 1931 2 Degree Standard Observer',\n", " 'CIE 1964 10 Degree Standard Observer',\n", " 'CIE 2012 10 Degree Standard Observer',\n", " 'CIE 2012 2 Degree Standard Observer',\n", " 'cie_10_1964',\n", " 'cie_2_1931']" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sorted(colour.colorimetry.STANDARD_OBSERVERS_CMFS.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "> Note: `'cie_2_1931'` and `'cie_10_1964'` are convenient aliases for respectively `'CIE 1931 2 Degree Standard Observer'` and `'CIE 1964 10 Degree Standard Observer'`." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['CIE 1931 2 Degree Standard Observer',\n", " 'CIE 1964 10 Degree Standard Observer',\n", " 'CIE 2012 10 Degree Standard Observer',\n", " 'CIE 2012 2 Degree Standard Observer',\n", " 'Smith & Pokorny 1975 Normal Trichromats',\n", " 'Stiles & Burch 1955 2 Degree RGB CMFs',\n", " 'Stiles & Burch 1959 10 Degree RGB CMFs',\n", " 'Stockman & Sharpe 10 Degree Cone Fundamentals',\n", " 'Stockman & Sharpe 2 Degree Cone Fundamentals',\n", " 'Wright & Guild 1931 2 Degree RGB CMFs',\n", " 'cie_10_1964',\n", " 'cie_2_1931']" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sorted(colour.CMFS.keys())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Most of them are sourced from the [*Colour & Vision Research Laboratory*](http://www.cvrl.org/) database. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tristismulus Space" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Colour stimuli can be represented by vectors into a three-dimensionl space called *tristimulus space*. They are usually denoted by boldface letters such as $\\textbf{Q}$, $\\textbf{R}$, $\\textbf{G}$ and $\\textbf{B}$ where $\\textbf{Q}$ represents a test colour stimulus and $\\textbf{R}$, $\\textbf{G}$ and $\\textbf{B}$ are reserved for the fixed primary stimuli chosen for the colour matching experiment. [2]\n", "\n", "A colour match between an test colour stimulus $\\textbf{Q}$ and the additive mixture of the three fixed primary stimuli $\\textbf{R}$, $\\textbf{G}$ and $\\textbf{B}$ is expressed by the following equation: [2]\n", "\n", "$$\n", "\\begin{equation}\n", "\\textbf{Q}=R_Q\\textbf{R}+G_Q\\textbf{G}+B_Q\\textbf{B}\n", "\\end{equation}\n", "$$\n", "\n", "where the multipliers $R_Q$,$G_Q$,$B_Q$ measured in terms of the assigned respective units of the $\\textbf{R}$, $\\textbf{G}$ and $\\textbf{B}$ primary stimuli are called the *tristimulus values* of $\\textbf{Q}$.\n", "\n", "A monochromatic stimulus $\\textbf{Q}_\\lambda$ of wavelength $\\lambda$ is the quantity $\\lbrace P_\\lambda d\\lambda\\rbrace$ that represents the radiant power in the wavelength interval of width $d\\lambda$ centered at the wavelength $\\lambda$ and can be expressed by the following equation: [2]\n", "\n", "$$\n", "\\begin{equation}\n", "\\textbf{Q}_\\lambda=R_\\lambda\\textbf{R}+G_\\lambda\\textbf{G}+B_\\lambda\\textbf{B}\n", "\\end{equation}\n", "$$\n", "\n", "where $R_\\lambda$,$G_\\lambda$,$B_\\lambda$ are called the *spectral tristimulus values* of $\\textbf{Q}_\\lambda$.\n", "\n", "The equation for a colour match involving a monochromatic constituent $\\textbf{E}_\\lambda$ of the equal energy stimulus $\\textbf{E}$ is:\n", "\n", "$$\n", "\\begin{equation}\n", "\\textbf{E}_\\lambda=\\bar{r}(\\lambda)\\textbf{R}+\\bar{g}(\\lambda)\\textbf{G}+\\bar{b}(\\lambda)\\textbf{B}\n", "\\end{equation}\n", "$$\n", "\n", "where $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ are called the *spectral tristimulus values* of $\\textbf{E}_\\lambda$. The lowercase notation with an overbar indictates a special set of tristimulus values and is the standard notation for colour matching functions." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "from colour.plotting import *" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "colour_style();" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Plotting the spectral distribution of a colour stimulus *E* having an\n", "# equal energy spectrum.\n", "sd = colour.SpectralDistribution(\n", " dict((i, 1.) for i in range(360, 830)), name='E')\n", "plot_single_sd(sd, bounding_box=[360, 830, 0, 1.5]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ Colour Matching Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Wright & Guild 1931 2° RGB CMFs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions are derived from the two independent experiments of Wright (1928) and Guild (1931). [3]\n", "\n", "Both determined the chromaticity coordinates of a set of monochromatic stimuli in the wavelength range 400-700 nm using a circular 2° angular subtense bipartite field whose image is centered at the fovea of retina to avoid any participation of rod vision in the measurements.\n", "\n", "The bottom half of the field was illuminated by the test colour stimulus to be matched and the top half was illuminated by the fixed primary stimuli at respective fixed wavelengths of 700 nm, 546.1 nm and 435.8 nm but adjustable intensity.\n", "\n", "The observer would adjust the intensity of each of the three fixed primary stimuli until both halves of the field were colour matched.\n", "\n", "Not all the test colour stimuli could be matched using this technique. For example, matching a yellow test colour stimulus required large amounts of red and green fixed primary stimuli. If the resulting fixed primary stimuli mixture was less yellow than the test colour stimulus, a variable amount of blue fixed primary stimulus could be added to the the test colour stimulus. For these cases, the amount of fixed primary stimulus added to the test colour stimulus was considered as a negative value.\n", "\n", "For example, the test colour stimulus $\\textbf{E}_\\lambda$ at $\\lambda=475$ and fixed primary stimuli values read off at\n", "$\\bar{r}(475)=-0.045$, $\\bar{g}(475)=0.032$ and $\\bar{b}(475)=0.186$ can be expressed with the following equation: [4]\n", "\n", "$$\n", "\\begin{equation}\n", "\\textbf{E}_{475}=-0.045\\textbf{R}+0.032\\textbf{G}+0.186\\textbf{B}\n", "\\end{equation}\n", "$$\n", "\n", "The chromaticity coordinates $r(\\lambda)$,$g(\\lambda)$,$b(\\lambda)$ of the monochromatic stimuli can then be calculated:\n", "\n", "$$\n", "\\begin{equation}\n", "r(\\lambda)=\\cfrac{\\bar{r}(\\lambda)}{\\bar{r}(\\lambda)+\\bar{g}(\\lambda)+\\bar{b}(\\lambda)}\\\\\n", "g(\\lambda)=\\cfrac{\\bar{g}(\\lambda)}{\\bar{r}(\\lambda)+\\bar{g}(\\lambda)+\\bar{b}(\\lambda)}\\\\\n", "b(\\lambda)=\\cfrac{\\bar{b}(\\lambda)}{\\bar{r}(\\lambda)+\\bar{g}(\\lambda)+\\bar{b}(\\lambda)}\n", "\\end{equation}\n", "$$\n", "with\n", "$$\n", "\\begin{equation}\n", "r(\\lambda)+g(\\lambda)+b(\\lambda)=1\n", "\\end{equation}\n", "$$\n", "\n", "*Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(380.0, 780.0, 5.0)" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.RGB_CMFS['Wright & Guild 1931 2 Degree RGB CMFs'].shape" ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('Wright & Guild 1931 2 Degree RGB CMFs',\n", " legend_location='lower right');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stiles & Burch 1955 2° RGB CMFs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Stiles & Burch 1955 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions are the result of a major re-examination of the *CIE* standard by Stiles in the 1950's because of concern about the correctness of the *CIE 1931 2° Standard Observer* data regarding: [5]\n", "\n", "* The luminous efficiency function $V(\\lambda)\\equiv\\bar{y}(\\lambda)$ in the visible spectrum ends, especially the blue end.\n", "* The inconsistency between computed and observed colour computation differences of certain titanium pigments.\n", "* The suitability of doing colour matching in large visual fields as used in industrial colour production control.\n", "\n", "In 1955, the *CIE Colorimetry Comittee* decided that the discrepancies between the *CIE 1931 2° Standard Observer* and the new data from the interim report by Stiles (1955), though significant from an experimental aspect were not large enough to modify the standard for practical colorimetry.\n", "\n", "*Stiles & Burch 1955 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 730.0, 5.0)" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.RGB_CMFS['Stiles & Burch 1955 2 Degree RGB CMFs'].shape" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('Stiles & Burch 1955 2 Degree RGB CMFs',\n", " legend_location='upper left');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stiles & Burch 1959 10° RGB CMFs" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Stiles* following the direction recommenced by *CIE Colorimetry Committee* continued his work and focused on large-field colour matching experiments.\n", "\n", "In 1958 the final report of the National Physical Laboratory (N.P.L) colour-matching investigation by Stiles and Burch (1959) proposed the *Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions. [5]\n", "\n", "*Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 830.0, 5.0)" ] }, "execution_count": 12, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.RGB_CMFS['Stiles & Burch 1959 10 Degree RGB CMFs'].shape" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparing *Stiles & Burch 1955 2 Degree RGB CMFs* and\n", "# *Stiles & Burch 1959 10 Degree RGB CMFs* colour matching functions.\n", "plot_multi_cmfs(['Stiles & Burch 1955 2 Degree RGB CMFs',\n", " 'Stiles & Burch 1959 10 Degree RGB CMFs']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $\\bar{x}(\\lambda)$ $\\bar{y}(\\lambda)$ $\\bar{z}(\\lambda)$ Colour Matching Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CIE 1931 2° Standard Observer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "*Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions have negative values that are inconvenient for various reasons:\n", "\n", "* Computation of the $\\textbf{R}$,$\\textbf{G}$,$\\textbf{B}$ tristimulus values of a given stimulus $\\textbf{Q}$ defined by a spectral distribution $\\lbrace P_\\lambda d\\lambda\\rbrace$ are done according to the following equations: [6]\n", "\n", " $$\n", " \\textbf{R}=\\int_{\\lambda_a}^{\\lambda_b}P_\\lambda\\bar{r}(\\lambda)d\\lambda\\\\\n", " \\textbf{G}=\\int_{\\lambda_a}^{\\lambda_b}P_\\lambda\\bar{g}(\\lambda)d\\lambda\\\\\n", " \\textbf{B}=\\int_{\\lambda_a}^{\\lambda_b}P_\\lambda\\bar{b}(\\lambda)d\\lambda\n", " $$\n", "\n", " This computation involves summing separately products with positive and negative signs and then a final differencing of the sums.\n", "* Computation of photometric quantities like luminance for a given stimulus requires either another direct integration using the luminous efficiency $V(\\lambda)$ function or the evaluation of a linear combination of the previously computed tristimulus values.\n", "* Development of direct-reading colorimeters is more difficult because of the sign change.\n", "\n", "Those reasons lead the *CIE* to transform the *Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions into a new set of functions based on new primary stimuli $X$, $Y$, $Z$: The *CIE 1931 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions.\n", "\n", "Transformation from *CIE RGB* colourspace $r$,$g$,$b$ chromaticity coordinates to *CIE XYZ* colourspace $x$,$y$,$z$ chromaticity coordinates is expressed as follows: [6]\n", "\n", "$$\n", "\\begin{equation}\n", "x=\\cfrac{0.49000r+0.31000g+0.20000b}{0.66697r+1.13240g+1.20063b}\\\\\n", "y=\\cfrac{0.17697r+0.81240g+0.01063b}{0.66697r+1.13240g+1.20063b}\\\\\n", "z=\\cfrac{0.00000r+0.01000g+0.99000b}{0.66697r+1.13240g+1.20063b}\n", "\\end{equation}\n", "$$\n", "\n", "Then the $X$, $Y$ and $Z$ tristimulus values are calculated as follows: [6]\n", "\n", "$$\n", "\\begin{equation}\n", "X=\\cfrac{x}{y}V,\\qquad Y=V,\\qquad Z=\\cfrac{z}{y}V\n", "\\end{equation}\n", "$$\n", "\n", "where $V$ is the luminance of the stimulus calculated in accordance with the luminous efficiency function $V(\\lambda)$.\n", "\n", "Transformation of the monochromatic stimuli chromaticity coordinates $r(\\lambda)$,$g(\\lambda)$,$b(\\lambda)$ into the $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions also uses the above equation: [6]\n", "\n", "$$\n", "\\begin{equation}\n", "\\bar{x}(\\lambda)=\\cfrac{x(\\lambda)}{y(\\lambda)}V(\\lambda),\\qquad \\bar{y}(\\lambda)=V(\\lambda),\\qquad \\bar{z}(\\lambda)=\\cfrac{z(\\lambda)}{y(\\lambda)}V(\\lambda)\n", "\\end{equation}\n", "$$\n", "\n", "The `colour.RGB_2_degree_cmfs_to_XYZ_2_degree_cmfs` definition is provided for educational purpose to illustrate the transformation from *Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions into the *CIE 1931 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions:" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.32884511 0.01684 1.62465501]\n", "[ 0.3285 0.01684 1.62296]\n" ] } ], "source": [ "print(colour.colorimetry.RGB_2_degree_cmfs_to_XYZ_2_degree_cmfs(435))\n", "print(colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 1931 2 Degree Standard Observer'][435])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 1931 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(360.0, 830.0, 1.0)" ] }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 1931 2 Degree Standard Observer'].shape" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('CIE 1931 2 Degree Standard Observer');" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CIE 1964 10° Standard Observer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 1964 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions are the result of Stiles and Burch (1959) and Speranskaya (1959) investigations with large-field colour matching experiments.\n", "\n", "Judd, acting for the *CIE* averaged, Stiles and Burch (1959) and Speranskaya (1959) colour matching functions after correcting Speranskaya data for rod intrusion (CIE, 1959).\n", "\n", "Building upon Judd new set of data, the *CIE* following the same general model than for the *CIE 1931 2° Standard Observer* created a new coordinate system. The equations to convert from the $\\bar{r}_{10}(\\lambda)$,$\\bar{g}_{10}(\\lambda)$,$\\bar{b}_{10}(\\lambda)$ colour matching functions to the new $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions are as follows: [7]\n", "\n", "$$\n", "\\begin{equation}\n", "\\bar{x}_{10}(\\lambda)=0.341080\\bar{r}_{10}(\\lambda)+0.189145\\bar{g}_{10}(\\lambda)+0.387529\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{y}_{10}(\\lambda)=0.139058\\bar{r}_{10}(\\lambda)+0.837460\\bar{g}_{10}(\\lambda)+0.073316\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{z}_{10}(\\lambda)=0.000000\\bar{r}_{10}(\\lambda)+0.039553\\bar{g}_{10}(\\lambda)+2.026200\\bar{b}_{10}(\\lambda)\n", "\\end{equation}\n", "$$\n", "\n", "The `colour.RGB_10_degree_cmfs_to_XYZ_10_degree_cmfs` definition is provided for educational purpose to illustrate the transformation from *Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions into the *CIE 1931 2° Standard Observer* $\\bar{r}_{10}(\\lambda)$,$\\bar{g}_{10}(\\lambda)$,$\\bar{b}_{10}(\\lambda)$ colour matching functions:" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.35408714 0.04904404 1.7775067 ]\n", "[ 0.357719 0.049602 1.7985 ]\n" ] } ], "source": [ "print(colour.colorimetry.RGB_10_degree_cmfs_to_XYZ_10_degree_cmfs(435))\n", "print(colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 1964 10 Degree Standard Observer'][435])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 1964 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(360.0, 830.0, 1.0)" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 1964 10 Degree Standard Observer'].shape" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('CIE 1964 10 Degree Standard Observer');" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparing *CIE 1931 2 Degree Standard Observer* and\n", "# *CIE 1964 10 Degree Standard Observer* colour matching functions.\n", "plot_multi_cmfs(['CIE 1931 2 Degree Standard Observer',\n", " 'CIE 1964 10 Degree Standard Observer']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CIE 2012 2° Standard Observer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 2012 2° Standard Observer* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions are linear transformations of *Stockman & Sharpe 2° Cone Fundamentals* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ colour matching functions.\n", "\n", "They are recommended by the CIE TC 1-36 technical commitee report (CIE 170-1:2006, 2006) as the new physiologically relevant fundamental *CIE* spectral sensitivity functions.\n", "\n", "The transformation produces colour matching functions similar to the *CIE 1931 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions and is expressed by the following equations: [8]\n", "\n", "$$\n", "\\begin{equation}\n", "\\begin{aligned}\n", "\\bar{x}(\\lambda)&=1.94735469\\bar{l}(\\lambda)-1.41445123\\bar{m}(\\lambda)+0.36476327\\bar{s}(\\lambda)\\\\\n", "\\bar{y}(\\lambda)&=0.68990272\\bar{l}(\\lambda)+0.34832189\\bar{m}(\\lambda)\\\\\n", "\\bar{z}(\\lambda)&=1.93485343\\bar{s}(\\lambda)\n", "\\end{aligned}\n", "\\end{equation}\n", "$$\n", "\n", "The `colour.LMS_2_degree_cmfs_to_XYZ_2_degree_cmfs` definition is provided for educational purpose to illustrate the transformation from *Stockman & Sharpe 2° Cone Fundamentals* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ spectral sensitivity functions into the *CIE 2012 2° Standard Observer* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.32270883 0.04157941 1.74828132]\n", "[ 0.3227087 0.0415794 1.74828 ]\n" ] } ], "source": [ "print(colour.colorimetry.LMS_2_degree_cmfs_to_XYZ_2_degree_cmfs(435))\n", "print(colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 2012 2 Degree Standard Observer'][435])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 2012 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 830.0, 1.0)" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 2012 2 Degree Standard Observer'].shape" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparing *CIE 1931 2 Degree Standard Observer* and\n", "# *CIE 2012 2 Degree Standard Observer* colour matching functions.\n", "plot_multi_cmfs(['CIE 1931 2 Degree Standard Observer',\n", " 'CIE 2012 2 Degree Standard Observer']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### CIE 2012 10° Standard Observer" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 2012 10° Standard Observer* colour matching functions are linear transformations of *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions.\n", "\n", "They are recommended by the CIE TC 1-36 technical commitee report (CIE 170-1:2006, 2006) as the new physiologically relevant fundamental *CIE* colour matching functions.\n", "\n", "The transformation produces colour matching functions similar to the *CIE 1964 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions and is expressed by the following equations: [9]\n", "\n", "$$\n", "\\begin{equation}\n", "\\begin{aligned}\n", "\\bar{x}_{10}(\\lambda)&=1.93986443\\bar{l}_{10}(\\lambda)-1.34664359\\bar{m}_{10}(\\lambda)+0.43044935\\bar{s}_{10}(\\lambda)\\\\\n", "\\bar{y}_{10}(\\lambda)&=0.69283932\\bar{l}_{10}(\\lambda)+0.34967567\\bar{m}_{10}(\\lambda)\\\\\n", "\\bar{z}_{10}(\\lambda)&=2.14687945\\bar{s}_{10}(\\lambda)\n", "\\end{aligned}\n", "\\end{equation}\n", "$$\n", "\n", "The `colour.LMS_10_degree_cmfs_to_XYZ_10_degree_cmfs` definition is provided for educational purpose to illustrate the transformation from *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions into the *CIE 2012 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.36930818 0.06047431 1.86775077]\n", "[ 0.3693084 0.06047429 1.867751 ]\n" ] } ], "source": [ "print(colour.colorimetry.LMS_10_degree_cmfs_to_XYZ_10_degree_cmfs(435))\n", "print(colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 2012 10 Degree Standard Observer'][435])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *CIE 2012 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 830.0, 1.0)" ] }, "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.STANDARD_OBSERVERS_CMFS['CIE 2012 10 Degree Standard Observer'].shape" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", 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\n", 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparing *CIE 2012 2 Degree Standard Observer* and\n", "# *CIE 2012 10 Degree Standard Observer* colour matching functions.\n", "plot_multi_cmfs(['CIE 2012 2 Degree Standard Observer',\n", " 'CIE 2012 10 Degree Standard Observer']);" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "# Comparing *CIE 1964 10 Degree Standard Observer* and\n", "# *CIE 2012 10 Degree Standard Observer* colour matching functions.\n", "plot_multi_cmfs(['CIE 1964 10 Degree Standard Observer',\n", " 'CIE 2012 10 Degree Standard Observer']);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## $\\bar{l}(\\lambda)$ $\\bar{m}(\\lambda)$ $\\bar{s}(\\lambda)$ Spectral Sensitivity Functions" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stockman & Sharpe Cone Fundamentals" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In 1991, The *CIE* created the CIE TC 1-36 technical commitee with the objective of *establishing a fundamental chromaticity diagram of which the co-ordinates correspond to physiologically significant axes*. [10]\n", "\n", "By application of König’s hypothesis (Protanopes, deuteranoptes lack respectively $L-$ and $M-$cones, the spectral sensitivity of their respectively remaining $M-$ or $L-$cones must be identical to that of the corresponding cone type in normal observers) and using the latest modern data on the spectral sensitivity functions of dichromats, *Stockman* and *Sharpe* (2000) derived the *Stockman & Sharpe Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions of the long-wave sensitive ($L-$), medium-wave sensitive ($M-$) and short-wave sensitive ($S-$) cones, measured in the corneal plane for a 10° angular subtense viewing field. [10][11]\n", "\n", "The *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions are defined as linear combinations of the *Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions expressed by the following relationships: [10]\n", "\n", "$$\n", "\\begin{equation}\n", "\\begin{aligned}\n", "\\bar{l}_{10}(\\lambda)&=\\bar{l}_R\\cdot\\bar{r}_{10}(\\lambda)+\\bar{l}_G\\cdot\\bar{g}_{10}(\\lambda)+\\bar{l}_B\\cdot\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{m}_{10}(\\lambda)&=\\bar{m}_R\\cdot\\bar{r}_{10}(\\lambda)+\\bar{m}_G\\cdot\\bar{g}_{10}(\\lambda)+\\bar{m}_B\\cdot\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{s}_{10}(\\lambda)&=\\bar{s}_R\\cdot\\bar{r}_{10}(\\lambda)+\\bar{s}_G\\cdot\\bar{g}_{10}(\\lambda)+\\bar{s}_B\\cdot\\bar{b}_{10}(\\lambda)\n", "\\end{aligned}\n", "\\end{equation}\n", "$$\n", "\n", "where $\\bar{l}_R$, $\\bar{l}_G$ and $\\bar{l}_B$ are respectively the $L-$cone sensitvities to the $\\textbf{R}$, $\\textbf{G}$ and $\\textbf{B}$ fixed primary stimuli, $\\bar{m}_R$, $\\bar{m}_G$ and $\\bar{m}_B$ are respectively the $M-$cone sensitvities to the fixed primary stimuli and $\\bar{s}_R$, $\\bar{s}_G$ and $\\bar{s}_B$ are respectively the $S-$cone sensitvities to the fixed primary stimuli.\n", "\n", "The transformation of *Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions to the *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions is expressed by the following formulas: [10]\n", "\n", "$$\n", "\\begin{equation}\n", "\\begin{aligned}\n", "\\bar{l}_{10}(\\lambda)&=0.192325269\\cdot\\bar{r}_{10}(\\lambda)+0.749548882\\cdot\\bar{g}_{10}(\\lambda)+0.0675726702\\cdot\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{m}_{10}(\\lambda)&=0.0192290085\\cdot\\bar{r}_{10}(\\lambda)+0.940908496\\cdot\\bar{g}_{10}(\\lambda)+0.113830196\\cdot\\bar{b}_{10}(\\lambda)\\\\\n", "\\bar{s}_{10}(\\lambda)&=0.0105107859\\cdot\\bar{g}_{10}(\\lambda)+0.991427669\\cdot\\bar{b}_{10}(\\lambda)\n", "\\end{aligned}\n", "\\end{equation}\n", "$$\n", "\n", "The *Stockman & Sharpe 2° Cone Fundamentals* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ spectral sensitivity functions were derived using the low density absorbance functions determined from the absorption of the ocular media and the macular pigment for a 10° angular subtense viewing field and taking into account the densities of the visual pigments for a 2° angular subtense viewing field.\n", "\n", "The same procedure one can be applied to derive cone fundamentals for every viewing angle between 1° and 10°.\n", "\n", "The `colour.RGB_10_degree_cmfs_to_LMS_10_degree_cmfs` definition is provided for educational purpose to illustrate the transformation from *Stiles & Burch 1959 10° RGB CMFs* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions into the *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions:" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[ 0.04941719 0.07502982 0.86998511]\n", "[ 0.0494172 0.0750299 0.869984 ]\n" ] } ], "source": [ "print(colour.colorimetry.RGB_10_degree_cmfs_to_LMS_10_degree_cmfs(435))\n", "print(colour.colorimetry.LMS_CMFS['Stockman & Sharpe 10 Degree Cone Fundamentals'][435])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 830.0, 1.0)" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.LMS_CMFS['Stockman & Sharpe 10 Degree Cone Fundamentals'].shape" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('Stockman & Sharpe 10 Degree Cone Fundamentals',\n", " y_label='Sensitivity',\n", " bounding_box=[390, 870, 0, 1.1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *Stockman & Sharpe 2° Cone Fundamentals* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ spectral sensitivity functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(390.0, 830.0, 1.0)" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.LMS_CMFS['Stockman & Sharpe 2 Degree Cone Fundamentals'].shape" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('Stockman & Sharpe 2 Degree Cone Fundamentals',\n", " y_label='Sensitivity',\n", " bounding_box=[390, 870, 0, 1.1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Smith & Pokorny 1975 Normal Trichromats" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The *Smith & Pokorny 1975 Normal Trichromats* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ are the cone spectral sensitivity functions for an average normal trichromat. [12]\n", "\n", "The *Smith & Pokorny 1975 Normal Trichromats* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ spectral sensitivity functions have the following range and increments:" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "SpectralShape(380.0, 780.0, 5.0)" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "colour.colorimetry.LMS_CMFS['Smith & Pokorny 1975 Normal Trichromats'].shape" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "plot_single_cmfs('Smith & Pokorny 1975 Normal Trichromats',\n", " y_label='Sensitivity',\n", " bounding_box=[390, 870, 0, 1.1]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Bibliography" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. ^ CIE. (n.d.). 17-236 colour-matching functions (of a trichromatic system). Retrieved June 26, 2014, from http://eilv.cie.co.at/term/236\n", "2. ^ Wyszecki, G., & Stiles, W. S. (2000). Tristimulus Space. In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (p. 119,120,123). Wiley. ISBN:978-0471399186\n", "3. ^ Hunter, R., & Harold, R. W. (1987). *The Measurement of Appearance* (2nd ed., pp. 1–432). New York: Wiley. ISBN:978-0471830061\n", "4. ^ Wyszecki, G., & Stiles, W. S. (2000). Basic Colorimetric Equations. In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (p. 124,125,750). Wiley. ISBN:978-0471399186\n", "5. ^ Wyszecki, G., & Stiles, W. S. (2000). The CIE 1964 Standard Observer. In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (p. 140,333). Wiley. ISBN:978-0471399186\n", "6. ^ Wyszecki, G., & Stiles, W. S. (2000). Table 1(3.3.3). In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (pp. 138–139). Wiley. ISBN:978-0471399186\n", "7. ^ Wyszecki, G., & Stiles, W. S. (2000). Equation 8(3.3.3). In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (p. 141). Wiley. ISBN:978-0471399186\n", "8. ^ CVRL. (n.d.). CIE (2012) 2-deg XYZ “physiologically-relevant” colour matching functions. Retrieved June 25, 2014, from http://www.cvrl.org/database/text/cienewxyz/cie2012xyz2.htm\n", "9. ^ CVRL. (n.d.). CIE (2012) 10-deg XYZ “physiologically-relevant” colour matching functions. Retrieved June 25, 2014, from http://www.cvrl.org/database/text/cienewxyz/cie2012xyz10.htm\n", "10. ^ CIE TC 1-36. (2006). CIE 170-1:2006 Fundamental Chromaticity Diagram with Physiological Axes - Part 1 (pp. 1–56). ISBN:978-3-901-90646-6\n", "11. ^ Stockman, a, & Sharpe, L. T. (2000). The spectral sensitivities of the middle- and long-wavelength-sensitive cones derived from measurements in observers of known genotype. Vision Research, 40(13), 1711–37. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/10814758\n", "12. ^ Machado, G. (2010). A model for simulation of color vision deficiency and a color contrast enhancement technique for dichromats. Retrieved from http://www.lume.ufrgs.br/handle/10183/26950" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Dataset" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "1. *Wright & Guild 1931 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions: Wyszecki, G., & Stiles, W. S. (2000). Table 1(3.3.3). In *Color Science: Concepts and Methods, Quantitative Data and Formulae* (pp. 138–139). Wiley. ISBN:978-0471399186\n", "2. *Stiles & Burch 1955 2° RGB CMFs* $\\bar{r}(\\lambda)$,$\\bar{g}(\\lambda)$,$\\bar{b}(\\lambda)$ colour matching functions: CVRL. (n.d.). Stiles & Burch individual 2-deg colour matching data. Retrieved February 24, 2014, from http://www.cvrl.org/stilesburch2_ind.htm\n", "3. *Stiles & Burch 1959 10° RGB CMFs* $\\bar{r}_{10}(\\lambda)$,$\\bar{g}_{10}(\\lambda)$,$\\bar{b}_{10}(\\lambda)$ colour matching functions: CVRL. (n.d.). Stiles & Burch individual 10-deg colour matching data. Retrieved February 24, 2014, from http://www.cvrl.org/stilesburch10_ind.htm\n", "4. *CIE 1931 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions: CVRL. (n.d.). CIE (1931) 2-deg colour matching functions. Retrieved February 24, 2014, from http://www.cvrl.org/database/text/cmfs/ciexyz31.htm\n", "5. *CIE 1964 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions: CVRL. (n.d.). CIE (1964) 10-deg colour matching functions. Retrieved February 24, 2014, from http://www.cvrl.org/database/text/cmfs/ciexyz64.htm\n", "6. *CIE 2012 2° Standard Observer* $\\bar{x}(\\lambda)$,$\\bar{y}(\\lambda)$,$\\bar{z}(\\lambda)$ colour matching functions: CVRL. (n.d.). CIE (2012) 2-deg XYZ “physiologically-relevant” colour matching functions. Retrieved June 25, 2014, from http://www.cvrl.org/database/text/cienewxyz/cie2012xyz2.htm\n", "7. *CIE 2012 10° Standard Observer* $\\bar{x}_{10}(\\lambda)$,$\\bar{y}_{10}(\\lambda)$,$\\bar{z}_{10}(\\lambda)$ colour matching functions: CVRL. (n.d.). CIE (2012) 10-deg XYZ “physiologically-relevant” colour matching functions. Retrieved June 25, 2014, from http://www.cvrl.org/database/text/cienewxyz/cie2012xyz10.htm\n", "8. *Stockman & Sharpe 2° Cone Fundamentals* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$ spectral sensitivity functions: CVRL. (n.d.). Cone Fundamentals. Retrieved June 23, 2014, from http://www.cvrl.org/cones.htm\n", "9. *Stockman & Sharpe 10° Cone Fundamentals* $\\bar{l}_{10}(\\lambda)$,$\\bar{m}_{10}(\\lambda)$,$\\bar{s}_{10}(\\lambda)$ spectral sensitivity functions: CVRL. (n.d.). Cone Fundamentals. Retrieved June 23, 2014, from http://www.cvrl.org/cones.htm\n", "10. *Smith & Pokorny 1975 Normal Trichromats* $\\bar{l}(\\lambda)$,$\\bar{m}(\\lambda)$,$\\bar{s}(\\lambda)$: Machado, G. (2010). A model for simulation of color vision deficiency and a color contrast enhancement technique for dichromats. Retrieved from http://www.lume.ufrgs.br/handle/10183/26950" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.4" } }, "nbformat": 4, "nbformat_minor": 2 }