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Last active May 23, 2022 18:32
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Sampling bug fix
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{
"cells": [
{
"cell_type": "markdown",
"id": "52d4ea01",
"metadata": {},
"source": [
"(Github won't render the videos in this notebook. For them to play, you must download and open it locally, and possibly also \"trust\" the notebook.)"
]
},
{
"cell_type": "markdown",
"id": "a42d1eee-e8ee-4646-8f65-e6e633d38e79",
"metadata": {},
"source": [
"In `deforest.pyx`, resampling occurs, in short, by transforming an output pixel's boundary (or rather, a slightly larger region) into the input plane, and averaging together samples of the input-image values within the transformed region, with averaging weights determined by a filter function that more heavily weights samples closer to the center of the region.\n",
"\n",
"DeForest (2004) outlines this algorithm, and says the sample locations should be every pixel center (or integer coordinate) that falls within the transformed boundary. (The step of padding the singular values of the Jacobian matrix ensures that at least one pixel center will fall within the sampling region.) However, the `deforest.pyx` implementation instead chooses sample locations that are at integer offsets from the input-plane location corresponding to the center of the output pixel. The sample locations are then at arbitrary, floating-point locations, and the sample values are determined by bilinear interpolation from the four nearest pixel centers. At first, this sounds harmless, or even advantageous---the points being sampled will be evenly distributed throughout the sampling region. However, there are unfortunately two subtle problems with the approach.\n",
"\n",
"First, it offers only limited benefit.\n",
"A diagram will be useful (here for a one-dimensional resampling):\n",
"```\n",
" B A A A A C\n",
"pixel edges (|) and centers (.): | . | . | . | . | . | . | . | . |\n",
"sampling region: |-----------------------------|\n",
"interpolated sample points: x x x x x\n",
"```\n",
"Ignoring for now the filter function (i.e. the averaging weights), for pixels well within the sampling region, the interpolation doesn't actually change anything: each interpolated sample contains a portion of the flux (or other content) of its two nearest pixel values (four pixels for 2D, bilinear interpolation), and every pixel's total flux is fully distributed to its two (four) nearest interpolated points. As the averaging sums across the floating-point samples, every pixel's full flux will be accounted for and the final sum (over areas well within the sampling region) will be the same, whether the sample points are at integer or floating-point locations. At the edge of the sampling region, however, things do change. (These pixels are marked as `B` and `C` in the diagram.) In the diagram, the pixel marked `B` would be fully excluded by integer-location-only sampling, since it falls outside the sampling region, but it is partially included in the interpolated samples. The inclusion of `B` has the effect of broadening the sampling region to the left---the output pixel will include information from pixel B under the interpolation scheme, but not under the integer-location-only scheme. This broadening can lead to a blurring of the output image. The pixel marked with `C` is sampled differently by the in the interpolated and non-interpolated sampling schemes. With interpolation, its value is multiplied by a number $<1$ during the interpolation, and it is then assigned a higher weight by the filter function due to the interpolated sample's location closer to the center of the sampling region, whereas without interpolation, its value is fully included, but it receives a lower weight from the filter function. How this changes `C`'s influence on the output value---whether it effectively shrinks the sampling region on the right by reducing `C`'s influence---depends on the (non-linear) filter function and the size of the sampling region relative to the pixel size.\n",
"\n",
"The second problem lies in the interaction of the above effects with the filtering function, which assigns averaging weights to each sample. In short, the averaging weights assigned to each of these sampled points will not be as they should be, and this will degrade the Fourier properties for which the filter function (a Hann window, in this case) is chosen. (There are no explicit Fourier transforms in this algorithm, but Fourier analysis helps understand the effects of filtered resampling. ) For the `A` pixels, the flux contained in those pixels is best thought of as \"belonging\" to the location of that pixel's center, and so it should be assigned the weight corresponding to the pixel's location in the filter function. However, under the interpolation scheme, each `A` pixel's flux is redistributed to the two (four) nearest sample points, and so the effective weight assigned to the pixel's flux is a combination of the weights assigned to the two (four) sample locations. Since the filter function is non-linear, that effective weight will not be the \"true\" weight assigned to the pixel-center location. The interpolation scheme therefore reweights all the flux represented by the pixels inside the sampling region, with the magnitude of this effect dependent on the size of the sampling region and the location of a given sample within that region. Altering these effective weight values will degrade the Fourier properties of the filter function (by changing it from a Hann window to a Hann window with high-frequency variations overlaid), diminishes the smoothness and symmetry of the filter function, and can introduce noise to the output image.\n",
"\n",
"In summary, the interpolation scheme can slightly broaden the sampling region at the edges (slightly blurring the output image) without offering benefits well within the sampling region (since each pixel's flux is fully summed with or without interpolation), and it can degrade the Fourier properties of the filtering function."
]
},
{
"cell_type": "markdown",
"id": "aab45a4c-648f-4675-90dd-d73261725487",
"metadata": {},
"source": [
"## Checking actual outputs from reprojection"
]
},
{
"cell_type": "markdown",
"id": "5a7b64ba-dd1d-48b1-b1d1-252dcaa2b493",
"metadata": {},
"source": [
"Since there's plenty of room for subtlety in this, here's some examples to show that outputs are worse with the extra interpolation step."
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "e72b8cf9-d9ed-4356-b5a0-08db59a4cba1",
"metadata": {},
"outputs": [],
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"from matplotlib.animation import FuncAnimation\n",
"from IPython.display import HTML, display\n",
"from astropy.wcs import WCS\n",
"from astropy.io import fits\n",
"import os\n",
"\n",
"from reproject.adaptive import reproject_adaptive\n",
"from reproject.adaptive_floating_samples import reproject_adaptive as reproject_adaptive_unfixed"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "7dfa531b-0573-403b-ac88-12af15b38f0a",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f9a8d3ee4c0>"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Generate vertical-stripe sample data\n",
"data_line = np.zeros((50, 50))\n",
"data_line[10:40, 25] = 1\n",
"plt.imshow(data_line)\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "669de46c-b3ad-4445-b449-00cd9fb1ca76",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f9a8d299730>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Generate Gaussian sample data\n",
"gaus_amp = 1\n",
"gaus_std = 1\n",
"gaus_center = 25\n",
"X = np.arange(50) - gaus_center\n",
"Y = np.arange(50) - gaus_center\n",
"XX, YY = np.meshgrid(X, Y)\n",
"data_gaussian = gaus_amp * np.exp( -XX**2 / 2 / gaus_std**2 - YY**2 / 2 / gaus_std**2 )\n",
"plt.imshow(data_gaussian)\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"id": "cc5ccce7-13b9-4a13-a4e5-565c09fd623f",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"WARNING: VerifyWarning: Invalid 'BLANK' keyword in header. The 'BLANK' keyword is only applicable to integer data, and will be ignored in this HDU. [astropy.io.fits.hdu.image]\n"
]
},
{
"data": {
"text/plain": [
"<matplotlib.colorbar.Colorbar at 0x7f9a8d1eca90>"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 640x480 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# Load a real-life image\n",
"map_aia = fits.getdata('reproject/reproject/tests/data/aia_171_level1.fits')\n",
"plt.imshow(map_aia)\n",
"plt.colorbar()"
]
},
{
"cell_type": "code",
"execution_count": 5,
"id": "e608742f-6f0f-4311-a6c4-497591ea7b1c",
"metadata": {},
"outputs": [],
"source": [
"# Set up coordinates for the input image---pixel coordinates are world coordinates with an offset,\n",
"# so the world-coordinate origin is at the center\n",
"wcs1 = WCS(naxis=2)\n",
"wcs1.wcs.crpix = [26,26]\n",
"wcs1.wcs.crval = [0,0]\n",
"wcs1.wcs.cdelt = [1,1]\n",
"\n",
"# Set up the output image coordinates.\n",
"# These values will be changed as needed below.\n",
"wcs2 = wcs1.deepcopy()\n",
"wcs2.wcs.cdelt = np.array([.5,.5])\n",
"wcs2.wcs.crval = [0, 0]\n",
"\n",
"# Make copies for the solar image, with CRPIX moved to the center of the larger image\n",
"wcs1_aia = wcs1.deepcopy()\n",
"wcs1_aia.wcs.crpix = [map_aia.shape[0] // 2, map_aia.shape[1] // 2]\n",
"\n",
"wcs2_aia = wcs2.deepcopy()\n",
"wcs2_aia.wcs.crpix = [map_aia.shape[0] // 2, map_aia.shape[1] // 2]"
]
},
{
"cell_type": "markdown",
"id": "56542889-597f-4508-8403-0ce33ea0f968",
"metadata": {},
"source": [
"### Vertical Stripe"
]
},
{
"cell_type": "code",
"execution_count": 6,
"id": "a784f550-fc28-4c0b-9689-2b0153c68411",
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def plot_line(scale=0):\n",
" for ax in axs:\n",
" ax.clear()\n",
" \n",
" wcs2_o = wcs2.deepcopy()\n",
" wcs2_o.wcs.cdelt = [scale, 1]\n",
" \n",
" data_transformed = reproject_adaptive((data_line, wcs1), wcs2_o, data_line.shape,\n",
" return_footprint=False, conserve_flux=True)\n",
" axs[0].imshow(data_transformed, vmax=1)\n",
" axs[0].set_title(f\"This version run $\\it{{with}}$ the fix. Image sum: {np.nansum(data_transformed):.2f}; expected: {np.nansum(data_line):.2f}\")\n",
" \n",
" data_transformed = reproject_adaptive_unfixed((data_line, wcs1), wcs2_o, data_line.shape,\n",
" return_footprint=False, conserve_flux=True)\n",
" axs[1].imshow(data_transformed, vmax=1)\n",
" axs[1].set_title(f\"This version run $\\it{{without}}$ the fix. Image sum: {np.nansum(data_transformed):.2f}; expected: {np.nansum(data_line):.2f}\")\n",
" \n",
" fig.suptitle(f\"Horizontal scaling: {scale:.3f}\")\n",
"\n",
"fig, axs = plt.subplots(1, 2, figsize=(15,8))\n",
"\n",
"ani = FuncAnimation(fig, plot_line, frames=np.logspace(-.35, .35, 20),\n",
" blit=False, interval=1000)\n",
"display(HTML(ani.to_html5_video()))\n",
"plt.close()"
]
},
{
"cell_type": "markdown",
"id": "11f3d8b9-6669-4f3f-9a87-1f67bf58a7e9",
"metadata": {},
"source": [
"(If it doesn't auto-play, the above is a looping video.)\n",
"\n",
"Here we see an animation of a single vertical line that changes from a horizontal stretch to a horizontal squish. The flux conserving mode is enabled for these images, and the total flux is shown above each plot.\n",
"\n",
"In the stretch portion, it can be seen that flux is closer to being conserved *with* the fix (i.e. the image sum is closer to the expected value of 30, which is the sum of the input image). Additionally, *without* the fix, the shape of the stretched line is a bit broader---the side columns have larger values. That looks like a bit of blurring.\n",
"\n",
"In the squish portion, the unfixed image has non-zero values in the columns alongside the main, central column. This should not occur---the central output column spans a region larger than the (squished) central input column, and so the central input line should not \"bleed out\" into the surrounding columns. This spreading is due to the way that the bilinear interpolation step broadens the effective sampling region, as discussed above. When determining values for those side columns in the output image, the bilinear interpolation allows the central column's pixels to have some influence on the ouptut values, whereas the integer-sampling-only method fully excludes those pixels. The fact that the flux in these side columns goes up and then down as the scaling factor progresses from 1 to 2 also suggests that these non-zero values are erroneous."
]
},
{
"cell_type": "markdown",
"id": "26167f12-af81-4419-a755-b425c1a3fd71",
"metadata": {},
"source": [
"### Gaussian"
]
},
{
"cell_type": "code",
"execution_count": 7,
"id": "aa702fe4-ca1c-4ecc-87b1-15f7ae63bb8e",
"metadata": {},
"outputs": [
{
"data": {
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"cmFwcGwAAAAAAAAAAAAAAAAtaWxzdAAAACWpdG9vAAAAHWRhdGEAAAABAAAAAExhdmY1OC4yOS4x\n",
"MDA=\n",
"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def plot_gaussian(offset=0):\n",
" for ax in axs.flatten():\n",
" ax.clear()\n",
" \n",
" wcs2_o = wcs2.deepcopy()\n",
" scale = 1.5\n",
" wcs2_o.wcs.cdelt = [scale, 1]\n",
" wcs2_o.wcs.crval = [offset, 0]\n",
"\n",
" data_transformed = reproject_adaptive((data_gaussian, wcs1), wcs2_o, data_gaussian.shape,\n",
" return_footprint=False, conserve_flux=True)\n",
" axs[0, 0].imshow(data_transformed, vmax=1)\n",
" axs[0, 0].set_title(f\"This version run $\\it{{with}}$ the fix\")\n",
"\n",
" data_transformed_unfixed = reproject_adaptive_unfixed((data_gaussian, wcs1), wcs2_o,\n",
" data_gaussian.shape, return_footprint=False, conserve_flux=True)\n",
" axs[0, 1].imshow(data_transformed_unfixed, vmax=1)\n",
" axs[0, 1].set_title(f\"This version run $\\it{{without}}$ the fix\")\n",
"\n",
" axs[1, 0].plot(data_transformed[25, :], label=\"Slice\")\n",
" x = np.arange(50) - gaus_center + offset / scale\n",
" axs[1, 0].plot(gaus_amp * scale * np.exp(-x**2/2/(gaus_std / scale)**2),\n",
" label=\"Expected\")\n",
" axs[1, 0].legend(loc='upper left')\n",
" axs[1, 0].set_xlim(10, 30)\n",
" axs[1, 0].set_xlabel(\"Horizontal pixel number\")\n",
" axs[1, 0].set_ylim(0, 1.5)\n",
"\n",
" axs[1, 1].plot(data_transformed_unfixed[25, :], label=\"Slice\")\n",
" axs[1, 1].plot(gaus_amp * scale * np.exp(-x**2/2/(gaus_std / scale)**2),\n",
" label=\"Expected\")\n",
" axs[1, 1].legend(loc='upper left')\n",
" axs[1, 1].set_xlim(10, 30)\n",
" axs[1, 1].set_xlabel(\"Horizontal pixel number\")\n",
" axs[1, 1].set_ylim(0, 1.5)\n",
" \n",
" fig.suptitle(f\"Horizontal shift: {offset:.2f}\")\n",
"\n",
"fig, axs = plt.subplots(2, 2, figsize=(10,10))\n",
"\n",
"ani = FuncAnimation(fig, plot_gaussian, frames=np.linspace(0, 1.6, 20),\n",
" blit=False, interval=600)\n",
"display(HTML(ani.to_html5_video()))\n",
"plt.close()"
]
},
{
"cell_type": "markdown",
"id": "d065ca98-e60b-4eca-8a87-e384122b29f3",
"metadata": {},
"source": [
"(If it doesn't auto-play, the above is a looping video.)\n",
"\n",
"Here's a small 2D Gaussian being translated horizontally by up to a few pixels. In the bottom row of plots, the pixel values of a horizontal slice through the Gaussian center are shown. Also shown is the expected Gaussian profile, generated with the same Gaussian parameters but with the translation applied analytically. It can be seen that with the fix, the actual intensity profile along the slice matches the expected profile much more closely, indicating that the Gaussian is being reprojected more accurately with the fix. Without the fix, the intensity profile is a bit shorter in the center and a bit higher at the edges, again showing how some blurring is introduced with the interpolated sampling."
]
},
{
"cell_type": "markdown",
"id": "dbba1c4d-8346-4f8d-861c-cf5a37391c3e",
"metadata": {},
"source": [
"### Solar image"
]
},
{
"cell_type": "code",
"execution_count": 8,
"id": "d253907a-fd90-447f-a65f-723ec7eb8839",
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 1500x400 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"wcs2_o = wcs2_aia.deepcopy()\n",
"angle = 10 * np.pi / 180\n",
"wcs2_o.wcs.pc = [[np.cos(angle), -np.sin(angle)], [np.sin(angle), np.cos(angle)]]\n",
"\n",
"plt.figure(figsize=(15, 4))\n",
"plt.subplot(131)\n",
"data_transformed_sun = reproject_adaptive((map_aia, wcs1_aia), wcs2_o,\n",
" map_aia.shape, return_footprint=False)\n",
"plt.imshow(data_transformed_sun, vmax=3600)\n",
"plt.colorbar()\n",
"plt.title(\"This version run $\\it{with}$ the fix\")\n",
"\n",
"plt.subplot(132)\n",
"data_transformed_sun_unfixed = reproject_adaptive_unfixed((map_aia, wcs1_aia),\n",
" wcs2_o, map_aia.shape,\n",
" return_footprint=False)\n",
"plt.imshow(data_transformed_sun_unfixed, vmax=3600)\n",
"plt.colorbar()\n",
"plt.title(\"This version run $\\it{without}$ the fix\")\n",
"\n",
"plt.subplot(133)\n",
"diff = data_transformed_sun_unfixed - data_transformed_sun\n",
"ex = np.nanmax(np.abs(diff))\n",
"plt.imshow(diff, vmin=-ex, vmax=ex, cmap='bwr')\n",
"plt.colorbar()\n",
"plt.title(\"Diff\");"
]
},
{
"cell_type": "markdown",
"id": "e84d5bb1-96fd-48af-b426-27a361a70a7b",
"metadata": {},
"source": [
"Here is a cutout from a solar AIA image after an upscaling and slight rotation. It can be seen that the difference between the fixed and unfixed versions is quite a bit more subtle with this real-life image than with the vertical stripe earlier. That makes sense---if the problem is that averaging weights are being determined incorrectly, that's less of a problem if the image varies more smoothly so that the samples being averaged together are more similar to begin with. However, the un-fixed appears a bit more blurry than the fixed image.\n",
"\n",
"It's easier to see the difference if we flip back and forth between the two versions:"
]
},
{
"cell_type": "code",
"execution_count": 9,
"id": "fab5c0bb-d268-4bb9-96ed-38f7f45b819c",
"metadata": {},
"outputs": [
{
"data": {
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"\">\n",
" Your browser does not support the video tag.\n",
"</video>"
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"def plot_sun(fixed=True):\n",
" plt.clf()\n",
" if fixed:\n",
" function = reproject_adaptive\n",
" else:\n",
" function = reproject_adaptive_unfixed\n",
" data_transformed_sun = function((map_aia, wcs1_aia), wcs2_o,\n",
" map_aia.shape, return_footprint=False)\n",
" plt.imshow(data_transformed_sun, vmax=3600)\n",
" plt.colorbar()\n",
" plt.title(f\"This version run $\\it{{ {'with' if fixed else 'without'} }}$ the fix\")\n",
"\n",
"fig, ax = plt.subplots(figsize=(9,9))\n",
"\n",
"ani = FuncAnimation(fig, plot_sun, frames=[True, False], blit=False, interval=1000)\n",
"display(HTML(ani.to_html5_video()))\n",
"plt.close()"
]
},
{
"cell_type": "markdown",
"id": "36959a27-21ac-422e-981f-352fc6eca966",
"metadata": {},
"source": [
"(If it doesn't auto-play, the above is a looping video.)\n",
"\n",
"Like before, one can see the slight blurring that's caused by the interpolated sampling (in the unfixed image)."
]
},
{
"cell_type": "markdown",
"id": "fbf0dfd3-f563-40dc-89e1-6878012a4cfc",
"metadata": {},
"source": [
"# How does the fix affect the output images of the test cases?"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "0e2aa770-6443-4e47-a773-a991dc64e8d8",
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_454959/2285956395.py:15: RuntimeWarning: invalid value encountered in true_divide\n",
" diff_rel = (data_after - data_before) / data_before\n"
]
},
{
"data": {
"image/png": 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