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Last active February 16, 2023 23:14
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Variants of turbo colormap
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{
"cells": [
{
"cell_type": "markdown",
"id": "86da352a-7bb8-4ac1-838d-9f3501ac567a",
"metadata": {},
"source": [
"# Variants of turbo colormap"
]
},
{
"cell_type": "markdown",
"id": "6b14c168-aa13-4f4a-80d8-be05aa4f2920",
"metadata": {},
"source": [
"## Import necessary libraries"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "8dfa6e57-f6c9-4cdf-83c9-88cd3b41e565",
"metadata": {},
"outputs": [],
"source": [
"import colorsys\n",
"\n",
"from matplotlib import ticker\n",
"from matplotlib import colormaps\n",
"from PIL import Image"
]
},
{
"cell_type": "markdown",
"id": "29a7392d-6839-4d47-8312-85aa8ade1fc3",
"metadata": {},
"source": [
"## Generate colormaps"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "2bb374f8-c252-4c0a-837b-e8c02e16eddd",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>turbo</strong> </div><div class=\"cmap\"><img alt=\"turbo colormap\" title=\"turbo\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#30123bff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #30123bff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#7a0403ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #7a0403ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.ListedColormap at 0x7f2381362680>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap = colormaps.get_cmap('turbo')\n",
"cmap"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "a4d0336b-5cf4-4072-9bba-04d1c9d1c3f4",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>turbo</strong> </div><div class=\"cmap\"><img alt=\"turbo colormap\" title=\"turbo\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#cfedc4ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #cfedc4ff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#85fbfcff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #85fbfcff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.ListedColormap at 0x7f23813bdff0>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap_lin_inv_c = [\n",
" [1 - c[0], 1 - c[1], 1 - c[2]]\n",
" for c in cmap.colors\n",
"]\n",
"cmap_lin_inv = colormaps.get_cmap('turbo')\n",
"cmap_lin_inv.colors = cmap_lin_inv_c\n",
"cmap_lin_inv"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "c2d06c3e-e970-410f-bd55-df0230b49eb0",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>turbo</strong> </div><div class=\"cmap\"><img alt=\"turbo colormap\" title=\"turbo\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAgAAAABACAYAAABsv8+/AAAAFHRFWHRUaXRsZQB0dXJibyBjb2xvcm1hcIZsNlsAAAAadEVYdERlc2NyaXB0aW9uAHR1cmJvIGNvbG9ybWFweDOfvQAAADB0RVh0QXV0aG9yAE1hdHBsb3RsaWIgdjMuNi4yLCBodHRwczovL21hdHBsb3RsaWIub3Jncc5VXwAAADJ0RVh0U29mdHdhcmUATWF0cGxvdGxpYiB2My42LjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmdfaMp4AAACgElEQVR4nO3WMXLbMBAFUICSndQ5Sfrc/1Ym4MIgZwCRsfv/XoP5uyvJlefXv//+9FJKqb8epZRS6u+vdzvy+r5vS17381vel8+9LXcjl2P+ti15uXuO/fN6Xh+PaX/ej3k95o95fubtMc+37Tpv17nXZT9yr2NfbnK5zq2P3EcuS27LXdtGPvbbfNeOu3U/5vsy35fvHft+3i/vzbws87LXaV7GvLZ5f+Ta6vRu+7bkeX7kx14v8+u7zfnj6894LnfPjzrPzzzfP2/nSz73Zf6dZf56N3K7yS9vn3Of83bkPt9vpU/327E/522+K33+viOXtuSxr/Pnz7s65/Otx/eu87v8dV9v7uryPfXc79P+5a63y3055n3/7/wulzPv0++s8+PtR24/2/d1367v+zf3fb0ff+c6b+2b/TEv811b7ltpl/uXefnh/rzrU95f7vrl9+3l7nN97K/zy+fO/fXd9/Pr92Od1+v5+G8LACRRAAAgkAIAAIEUAAAIpAAAQCAFAAACKQAAEEgBAIBACgAABFIAACCQAgAAgRQAAAikAABAIAUAAAIpAAAQSAEAgEAKAAAEUgAAIJACAACBFAAACKQAAEAgBQAAAikAABBIAQCAQAoAAARSAAAgkAIAAIEUAAAIpAAAQCAFAAACKQAAEEgBAIBACgAABFIAACCQAgAAgRQAAAikAABAIAUAAAIpAAAQSAEAgEAKAAAEUgAAIJACAACBFAAACKQAAEAgBQAAAikAABBIAQCAQAoAAARSAAAgkAIAAIEUAAAIpAAAQCAFAAACKQAAEEgBAIBACgAABFIAACCQAgAAgRQAAAikAABAIAUAAAIpAAAQ6BMEw2oOdIjemAAAAABJRU5ErkJggg==\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#303b12ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #303b12ff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#7a0304ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #7a0304ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.ListedColormap at 0x7f23813be440>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap_hue_inv_c = []\n",
"for c in cmap.colors:\n",
" c_hsv = colorsys.rgb_to_hsv(c[0], c[1], c[2])\n",
" c_hsv_inv = [1 - c_hsv[0], c_hsv[1], c_hsv[2]]\n",
" c_rgb_inv = colorsys.hsv_to_rgb(c_hsv_inv[0], c_hsv_inv[1], c_hsv_inv[2])\n",
" cmap_hue_inv_c.append(c_rgb_inv)\n",
"cmap_hue_inv = colormaps.get_cmap('turbo')\n",
"cmap_hue_inv.colors = cmap_hue_inv_c\n",
"cmap_hue_inv"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "243d0d00-b4b2-45f5-8a27-eb9d69f4cd32",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "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\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>turbo</strong> </div><div class=\"cmap\"><img alt=\"turbo colormap\" title=\"turbo\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#192b00ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #192b00ff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#5b2400ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #5b2400ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.ListedColormap at 0x7f23813bf8e0>"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap_yiq_inv_c = []\n",
"for c in cmap.colors:\n",
" c_yiq = colorsys.rgb_to_yiq(c[0], c[1], c[2])\n",
" c_yiq_inv = [c_yiq[0], c_yiq[1], -1 * c_yiq[2]]\n",
" c_rgb_inv = colorsys.yiq_to_rgb(c_yiq_inv[0], c_yiq_inv[1], c_yiq_inv[2])\n",
" cmap_yiq_inv_c.append(c_rgb_inv)\n",
"cmap_yiq_inv = colormaps.get_cmap('turbo')\n",
"cmap_yiq_inv.colors = cmap_yiq_inv_c\n",
"cmap_yiq_inv"
]
},
{
"cell_type": "markdown",
"id": "7f776623-10b1-41c9-b877-8f9d2ed482ff",
"metadata": {},
"source": [
"## Prepare demo image"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "29b2c51d-3b0b-4772-8b60-408c0965f959",
"metadata": {},
"outputs": [],
"source": [
"# Uncomment to download file\n",
"# !wget \"https://upload.wikimedia.org/wikipedia/commons/e/e1/Cubic_Frame_Stucture_and_Floor_Depth_Map.jpg\""
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "e2e73c37-fe8b-4379-9208-049a92ac923f",
"metadata": {},
"outputs": [],
"source": [
"im = Image.open(\"Cubic_Frame_Stucture_and_Floor_Depth_Map.jpg\").convert('L')"
]
},
{
"cell_type": "markdown",
"id": "05df307f-e183-4b3a-942a-bcc4a91ceb52",
"metadata": {},
"source": [
"## Plot comparisons for color maps"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "8e42f062-4716-4920-af5e-ba7a1dd5e054",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x540 with 4 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(2, 2, figsize=(12, 9), dpi=60)\n",
"axs[0][0].imshow(im, cmap=cmap)\n",
"axs[0][0].set_title('turbo_vanilla')\n",
"axs[0][0].set_axis_off()\n",
"axs[0][1].imshow(im, cmap=cmap_lin_inv)\n",
"axs[0][1].set_title('turbo_lin_inv')\n",
"axs[0][1].set_axis_off()\n",
"axs[1][0].imshow(im, cmap=cmap_hue_inv)\n",
"axs[1][0].set_title('turbo_hue_inv')\n",
"axs[1][0].set_axis_off()\n",
"axs[1][1].imshow(im, cmap=cmap_yiq_inv)\n",
"axs[1][1].set_title('turbo_yiq_inv')\n",
"axs[1][1].set_axis_off()\n",
"plt.suptitle(\"Comparison of color maps\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "5e492b5f-f2a9-46b5-ba6c-4bcbf542e4a9",
"metadata": {},
"source": [
"## Show colormaps relation to CIECAM02's lightness"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "a96ed50e-6170-4ee3-ba18-5d537f10e95b",
"metadata": {},
"outputs": [],
"source": [
"from ciecam02 import rgb2jch, jch2rgb"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "a9062cf0-e168-43b7-9994-81c1f80fac8a",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 900x540 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"m = 256\n",
"x = np.linspace(0, m, m)\n",
"\n",
"# y_min = .53\n",
"# y_max = 1.29\n",
"y_min = 0.20\n",
"y_max = 70\n",
"\n",
"y_lgt = (x - m / 2) ** 2\n",
"y_lgt /= y_lgt.max()\n",
"y_lgt += y_min\n",
"y_lgt *= y_max - y_min\n",
"\n",
"y_drk = y_lgt * -1 + y_lgt.max() + y_lgt.min()\n",
"\n",
"# --------------------------------\n",
"\n",
"plt.figure(figsize=(15, 9), dpi=60)\n",
"\n",
"# Plot helper lines\n",
"plt.plot(y_lgt, 'w', dashes=[8, 4], linewidth=1, label='optimal_j_light')\n",
"plt.plot(y_drk, 'w', dashes=[5, 2, 1, 2], linewidth=1, label='optimal_j_dark')\n",
"\n",
"# Plot all colormaps\n",
"cmaps = {\n",
" 'turbo_vanilla': cmap,\n",
" 'turbo_lin_inv': cmap_lin_inv,\n",
" 'turbo_hue_inv': cmap_hue_inv,\n",
" 'turbo_yiq_inv': cmap_yiq_inv,\n",
"}\n",
"for cm_name, cm in cmaps.items():\n",
" plt.plot(rgb2jch(np.array(cm.colors) * 256)[:, 0], label=cm_name)\n",
"\n",
"plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n",
"plt.title(\"CIECAM02's lightness for colormaps\")\n",
"plt.xlabel(\"color index\")\n",
"plt.ylabel(\"J (lightness)\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "61f8926b-84c2-4846-95e7-a4185acaa05e",
"metadata": {},
"source": [
"## Correct `turbo_lin_inv` to match `optimal_j_light`"
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "0a938f98-959c-43d2-96aa-f066287d8a95",
"metadata": {},
"outputs": [],
"source": [
"from IPython.display import display, HTML"
]
},
{
"cell_type": "code",
"execution_count": 12,
"id": "3cb2a748-3a63-4d40-9e7d-7e7e0dcc6b83",
"metadata": {},
"outputs": [],
"source": [
"luts_mode = {\n",
" 'turbo_vanilla': 'dark',\n",
" 'turbo_lin_inv': 'light',\n",
" 'turbo_hue_inv': 'dark',\n",
" 'turbo_yiq_inv': 'dark',\n",
"}"
]
},
{
"cell_type": "code",
"execution_count": 13,
"id": "44fdceda-b765-45a3-8d5f-02efbd25b7ad",
"metadata": {},
"outputs": [
{
"data": {
"image/png": "iVBORw0KGgoAAAANSUhEUgAAAgAAAABACAYAAABsv8+/AAAAFHRFWHRUaXRsZQB0dXJibyBjb2xvcm1hcIZsNlsAAAAadEVYdERlc2NyaXB0aW9uAHR1cmJvIGNvbG9ybWFweDOfvQAAADB0RVh0QXV0aG9yAE1hdHBsb3RsaWIgdjMuNi4yLCBodHRwczovL21hdHBsb3RsaWIub3Jncc5VXwAAADJ0RVh0U29mdHdhcmUATWF0cGxvdGxpYiB2My42LjIsIGh0dHBzOi8vbWF0cGxvdGxpYi5vcmdfaMp4AAACt0lEQVR4nO3WO3LbMBQFUFCU7Hy67H8p6bOSLCHj2JbIFASkIUjak/qe07x5eABIfYo7/Pr9cy6llPn2WkopZZ6WWm5vq/4xf1vPu/X51s2n9279vdv/3q13/X1+7ebXg/m1m7f+tu6nNr+t9m/2dfO5to/zte/qp+vX/flm/aDf3NPV+aDfrL9/UuvfYX5Z6lSfO5VWh/p6w6qfyulgvazmj/rxPX0/H97T17Hu31/fzseDeevP3T3nVZ27fiqX3X1Td9/tfn5c9f257b6jz9G/57jq53sddvu2v5k350510p9fr5d7v5636dy9d7k/d31++7t032Pdfnte6vRU62X5p0z12ulc69it13pr6/V17nVc94+PVf+Jp2Hv427r/tfyQe3vnf9z/9F8uWeo65faX0/1+66f92lYn3trP8/B84baz2N7z9Pu/tP9uUt9Hff3PW2eu/TnWq/j0O1v9y79n3rv8+Y5y/xrrS/1/kffzg313ND1y/xLve5v7b/d33epP2r/vaulzi/de5y69fb5z916q+19xvr8cze/HJxrtX3dAEAQAQAAAgkAABBIAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgQQAAAgkAABAIAEAAAIJAAAQSAAAgEACAAAEEgAAIJAAAACBBAAACCQAAEAgAQAAAgkAABBIAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgQQAAAgkAABAIAEAAAIJAAAQSAAAgEACAAAEEgAAIJAAAACBBAAACCQAAEAgAQAAAgkAABBIAACAQAIAAAQSAAAgkAAAAIEEAAAIJAAAQCABAAACCQAAEEgAAIBAAgAABBIAACCQAAAAgf4B15oB8LtBtMYAAAAASUVORK5CYII=\n",
"text/html": [
"<div style=\"vertical-align: middle;\"><strong>turbo</strong> </div><div class=\"cmap\"><img alt=\"turbo colormap\" title=\"turbo\" style=\"border: 1px solid #555;\" src=\"data:image/png;base64,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\"></div><div style=\"vertical-align: middle; max-width: 514px; display: flex; justify-content: space-between;\"><div style=\"float: left;\"><div title=\"#c7e5bcff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #c7e5bcff;\"></div> under</div><div style=\"margin: 0 auto; display: inline-block;\">bad <div title=\"#00000000\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #00000000;\"></div></div><div style=\"float: right;\">over <div title=\"#7df2f4ff\" style=\"display: inline-block; width: 1em; height: 1em; margin: 0; vertical-align: middle; border: 1px solid #555; background-color: #7df2f4ff;\"></div></div>"
],
"text/plain": [
"<matplotlib.colors.ListedColormap at 0x7f23800fdab0>"
]
},
"execution_count": 13,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"cmap_lin_corr = cmap_lin_inv\n",
"cmaps_lin_corr = []\n",
"\n",
"for i in range(10):\n",
" cmap_lin_corr_c = []\n",
" for idx, c in enumerate(cmap_lin_corr.colors):\n",
" c_jch = rgb2jch(np.array([c]) * 256)[0]\n",
" # Fix lightness (J is first parameter)\n",
" c_jch[0] = y_lgt[idx]\n",
" # Transform back to RGB\n",
" c_rgb = jch2rgb([c_jch]) / 256\n",
" cmap_lin_corr_c.append(c_rgb)\n",
"\n",
" cmap_lin_corr_c = list(np.array(cmap_lin_corr_c).reshape(256, 3))\n",
" cmap_lin_corr = colormaps.get_cmap('turbo')\n",
" cmap_lin_corr.colors = cmap_lin_corr_c\n",
" cmaps_lin_corr.append(cmap_lin_corr)\n",
" # display(HTML(cmap_lin_corr._repr_html_()))\n",
"cmap_lin_corr"
]
},
{
"cell_type": "code",
"execution_count": 14,
"id": "0f96bc77-f0a9-418b-82e9-c696b96c2ed0",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 900x540 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"m = 256\n",
"x = np.linspace(0, m, m)\n",
"\n",
"y_min = 0.20\n",
"y_max = 70\n",
"\n",
"y_lgt = (x - m / 2) ** 2\n",
"y_lgt /= y_lgt.max()\n",
"y_lgt += y_min\n",
"y_lgt *= y_max - y_min\n",
"\n",
"y_drk = y_lgt * -1 + y_lgt.max() + y_lgt.min()\n",
"\n",
"# --------------------------------\n",
"\n",
"plt.figure(figsize=(15, 9), dpi=60)\n",
"\n",
"# Plot helper lines\n",
"plt.plot(y_lgt, 'w', dashes=[8, 4], linewidth=1, label='optimal_j_light')\n",
"\n",
"# Plot all colormaps\n",
"for idx, cm in enumerate(cmaps_lin_corr):\n",
" plt.plot(rgb2jch(np.array(cm.colors) * 256)[:, 0], label=f\"turbo_lin_corr_{idx}\")\n",
"\n",
"plt.legend(loc='center left', bbox_to_anchor=(1, 0.5))\n",
"plt.title(\"CIECAM02's lightness for colormaps\")\n",
"plt.xlabel(\"color index\")\n",
"plt.ylabel(\"J (lightness)\")\n",
"plt.xlim(65, 175)\n",
"plt.ylim(12, 30)\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "10fceae9-f79e-4259-ab99-cb4c781a4d84",
"metadata": {},
"source": [
"## Compare initial and corrected colormap"
]
},
{
"cell_type": "code",
"execution_count": 15,
"id": "6780dd6a-795c-42b4-a57c-5be038b55d2e",
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x300 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig, axs = plt.subplots(1, 2, figsize=(12, 5), dpi=60)\n",
"axs[0].imshow(im, cmap=cmap_lin_inv)\n",
"axs[0].set_title('turbo_lin_inv')\n",
"axs[0].set_axis_off()\n",
"axs[1].imshow(im, cmap=cmaps_lin_corr[-1])\n",
"axs[1].set_title('turbo_lin_corr_9')\n",
"axs[1].set_axis_off()\n",
"plt.suptitle(\"Comparison of color maps\")\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"id": "4334f78c-3c58-4c00-9312-ab3035fa6310",
"metadata": {},
"source": [
" "
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.10.8"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
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