{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Light Sources"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"A light source is a surface or object emitting light by a transformation of energy. [1]\n",
"\n",
"An important difference exists between a light source and an illuminant. The former is an actual physical light and can be use to illuminate a surface while the later is usually mathematically defined, reproducible and may not be physically created.\n",
"\n",
"> At present no artificial source is recommended to realise CIE standard illuminant D65 or any other illuminant D of different correlated colour temperature. It is hoped that new developments in light sources and filters will eventually offer sufficient basis for a CIE recommendation. [2]\n",
"\n",
"[Colour](https://github.com/colour-science/colour/) provides the following light sources spectral distributions:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"['3-LED-1 (457/540/605)',\n",
" '3-LED-2 (473/545/616)',\n",
" '3-LED-2 Yellow',\n",
" '3-LED-3 (465/546/614)',\n",
" '3-LED-4 (455/547/623)',\n",
" '4-LED No Yellow',\n",
" '4-LED Yellow',\n",
" '4-LED-1 (461/526/576/624)',\n",
" '4-LED-2 (447/512/573/627)',\n",
" '60 A/W (Soft White)',\n",
" 'C100S54 (HPS)',\n",
" 'C100S54C (HPS)',\n",
" 'Cool White FL',\n",
" 'Daylight FL',\n",
" 'F32T8/TL830 (Triphosphor)',\n",
" 'F32T8/TL835 (Triphosphor)',\n",
" 'F32T8/TL841 (Triphosphor)',\n",
" 'F32T8/TL850 (Triphosphor)',\n",
" 'F32T8/TL865 /PLUS (Triphosphor)',\n",
" 'F34/CW/RS/EW (Cool White FL)',\n",
" 'F34T12/LW/RS /EW',\n",
" 'F34T12WW/RS /EW (Warm White FL)',\n",
" 'F40/C50 (Broadband FL)',\n",
" 'F40/C75 (Broadband FL)',\n",
" 'F40/CWX (Broadband FL)',\n",
" 'F40/DX (Broadband FL)',\n",
" 'F40/DXTP (Delux FL)',\n",
" 'F40/N (Natural FL)',\n",
" 'H38HT-100 (Mercury)',\n",
" 'H38JA-100/DX (Mercury DX)',\n",
" 'HPS',\n",
" 'Incandescent',\n",
" 'Kinoton 75P',\n",
" 'LPS',\n",
" 'Luxeon WW 2880',\n",
" 'MHC100/U/MP /3K',\n",
" 'MHC100/U/MP /4K',\n",
" 'Mercury',\n",
" 'Metal Halide',\n",
" 'Natural',\n",
" 'Neodimium Incandescent',\n",
" 'PHOS-1',\n",
" 'PHOS-2',\n",
" 'PHOS-3',\n",
" 'PHOS-4',\n",
" 'Philips TL-84',\n",
" 'Phosphor LED YAG',\n",
" 'SA',\n",
" 'SC',\n",
" 'SDW-T 100W/LV (Super HPS)',\n",
" 'Super HPS',\n",
" 'T8 Luxline Plus White',\n",
" 'T8 Polylux 3000',\n",
" 'T8 Polylux 4000',\n",
" 'Thorn Kolor-rite',\n",
" 'Triphosphor FL']\n"
]
}
],
"source": [
"from pprint import pprint\n",
"\n",
"import colour\n",
"\n",
"pprint(sorted(colour.LIGHT_SOURCES_SDS.keys()))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## RIT Light Sources"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"The *RIT* light sources have been extracted from the [PointerData.xls](http://www.cis.rit.edu/research/mcsl2/online/PointerData.xls) spreadsheet. [3]\n",
"\n",
"Unfortunately references for the data are not indicated thus the light source names cannot be accurately verified.\n",
"\n",
"The *RIT* light sources have the following range and increments:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Natural: (380.0, 780.0, 5.0)\n",
"Philips TL-84: (380.0, 780.0, 5.0)\n",
"SA: (380.0, 780.0, 5.0)\n",
"SC: (380.0, 780.0, 5.0)\n",
"T8 Luxline Plus White: (380.0, 780.0, 5.0)\n",
"T8 Polylux 3000: (380.0, 780.0, 5.0)\n",
"T8 Polylux 4000: (380.0, 780.0, 5.0)\n",
"Thorn Kolor-rite: (380.0, 780.0, 5.0)\n"
]
}
],
"source": [
"from colour.colorimetry.datasets.light_sources.sds import LIGHT_SOURCES_RIT_SDS\n",
"for key, value in sorted(LIGHT_SOURCES_RIT_SDS.items()):\n",
" print('{0}: {1}'.format(key, value.shape))"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from colour.plotting import *"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"colour_style();"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
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\n",
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