{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"When I see a rainbow, I perceive the luminance inside the arc to be brighter than outside the arc. Is this effect percpetual (inside our head) or physical (inside each droplet in the sky). So, this is a simple notebook to show off how to synthesize the image of a rainbow on a realistic sky. TL;DR: there must be a physical reason for it.\n",
"\n",
"Outline: The rainbow is a set of colors over a gradient of hues, masked for certain ones. The sky will be a gradient over blueish colors.\n",
"\n",
"\n",
"\n",
"Let's first initialize the notebook:"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": true
},
"outputs": [],
"source": [
"%matplotlib inline\n",
"%config InlineBackend.figure_format='retina'\n",
"\n",
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"FIG_WIDTH = 15\n",
"FIGSIZE=(FIG_WIDTH, .618 * FIG_WIDTH)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Size of the images that we will generate, definition of the meshgrid:"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"X.shape = (1024, 1024)\n"
]
}
],
"source": [
"N_pix = 1024\n",
"ruler = np.linspace(-1, 1, N_pix, endpoint=True)\n",
"X, Y = np.meshgrid(ruler, ruler)\n",
"print('X.shape =', X.shape)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Creation of a band:"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"width, X0, Y0 = .05, .0, 0.\n",
"blue2red = np.exp( -.5 * ((Y-Y0)**2)/width**2)\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow(blue2red, vmin=0, vmax=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Creation of a softmax band from zero to one:"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"blue2red = 1 / (1 + np.exp( (Y-Y0)/width) ) \n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow(blue2red, vmin=0, vmax=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Bending the band around a parabola:"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 839,
"width": 822
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"width, X0, Y0, radius = .02, .0, -.25, 1.5\n",
"blue2red = 1 / (1 + np.exp( (- (X-X0)**2/radius**2 + Y-Y0)/width) ) \n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"cmap = ax.imshow(blue2red, vmin=0, vmax=1)\n",
"fig.colorbar(mappable=cmap);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Converting to a RGB image:"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Help on function hsv_to_rgb in module matplotlib.colors:\n",
"\n",
"hsv_to_rgb(hsv)\n",
" convert hsv values in a numpy array to rgb values\n",
" all values assumed to be in range [0, 1]\n",
" \n",
" Parameters\n",
" ----------\n",
" hsv : (..., 3) array-like\n",
" All values assumed to be in range [0, 1]\n",
" \n",
" Returns\n",
" -------\n",
" rgb : (..., 3) ndarray\n",
" Colors converted to RGB values in range [0, 1]\n",
"\n"
]
}
],
"source": [
"from matplotlib.colors import hsv_to_rgb\n",
"help(hsv_to_rgb)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Empirically defining the starting and ending hues in a rainbow:"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hue.min() 0.0 , hue.max() 0.8\n",
"hsv.shape = (1024, 1024, 3)\n",
"rainbow.min() 0.0 , rainbow.max() 1.0\n",
"rainbow.shape = (1024, 1024, 3)\n"
]
},
{
"data": {
"text/plain": [
""
]
},
"execution_count": 7,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"h_start, h_stop = .8, .0\n",
"hue = h_start+(h_stop-h_start)*blue2red\n",
"print('hue.min()', hue.min(), ', hue.max()', hue.max())\n",
"hsv = np.dstack((hue, np.ones_like(hue), np.ones_like(hue)))\n",
"print('hsv.shape =', hsv.shape)\n",
"rainbow = hsv_to_rgb(hsv)\n",
"print('rainbow.min()', rainbow.min(), ', rainbow.max()', rainbow.max())\n",
"print('rainbow.shape =', rainbow.shape)\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow(rainbow, vmin=0, vmax=1)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Creating a simple mask:"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"hsv.shape = (1024, 1024, 3)\n",
"rainbow.shape = (1024, 1024, 3)\n"
]
},
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"mask = blue2red * (1-blue2red)\n",
"mask /= mask.max()\n",
"hsv = np.dstack((hue, np.ones_like(hue), mask))\n",
"print('hsv.shape =', hsv.shape)\n",
"from matplotlib.colors import hsv_to_rgb\n",
"rainbow = hsv_to_rgb(hsv)\n",
"print('rainbow.shape =', rainbow.shape)\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow(rainbow, vmin=0, vmax=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Now assembling this image to that of a background sky:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"image.shape = (1024, 1024, 3)\n",
"image.min() 0.15000000000000002 , image.max() 0.8\n"
]
},
{
"data": {
"image/png": 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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"L_mean = .7\n",
"sky_contrast = .6\n",
"blue = np.array([0.1+L_mean, 0.05+L_mean, 1.])\n",
"image = (.5 + .5 * sky_contrast * Y)[:, :, None] * blue[None, None, :]\n",
"print('image.shape =', image.shape)\n",
"print('image.min()', image.min(), ', image.max()', image.max())\n",
"\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow(image, vmin=0, vmax=1);"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0.15000000000000002 0.8\n"
]
}
],
"source": [
"print(image.min(), image.max())"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"rainbow_contrast = .5\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow((1.-rainbow_contrast)*image+rainbow_contrast*rainbow, vmin=0, vmax=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Quite realistic, no? Still, there is little effect at a high contrast for the rainbow. I do not perceive a \"rainbow effect\", so most likely I would predict there must be a physical reason for it.\n",
"\n",
"Yet..."
]
},
{
"cell_type": "code",
"execution_count": 12,
"metadata": {},
"outputs": [
{
"data": {
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"text/plain": [
""
]
},
"metadata": {
"image/png": {
"height": 849,
"width": 864
},
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"rainbow_contrast = .1\n",
"fig, ax = plt.subplots(figsize=(FIG_WIDTH, FIG_WIDTH))\n",
"ax.imshow((1.-rainbow_contrast)*image+rainbow_contrast*rainbow, vmin=0, vmax=1);"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"There is a little effect at low contrast...\n",
"\n"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"Take a picture found on the net (Hi, https://www.laniadvokat.com/blog/2018/7/24/lake-city-to-molas-pass !), with this nice double rainbow:"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"image.shape = (1333, 1000, 3)\n",
"image.min() 0 , image.max() 255\n"
]
},
{
"data": {
"image/png": 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