{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# CCD calibration\n", "\n", "This tutorial presents how to calibrate the distortion from a CCD camera coupled with a taper of optic fibers.\n", "If your camera is already calibrated using Fit2D and you have access to the corresponding *spline* file, this tutorial is not for you: simply create your detector object like this ``pyFAI.detectors.Detector(splineFile=\"example.spline\")`` and you are done. This tutorial uses the image of a regular grid on the detector. \n", "\n", "It uses a procedure described in: \"Calibration and correction of spatial distortions in 2D detector systems\" from \n", "Hammersley, A. P.; Svensson, S. O.; Thompson, A. published in \n", "Nuclear Instruments and Methods in Physics Research Section A, Volume 346, Issue 1-2, p. 312-321.\n", "DOI:10.1016/0168-9002(94)90720-X\n", "\n", "The procedure is performed in 4 steps:\n", "1. peak picking\n", "2. grid assignment\n", "3. distortion fitting\n", "4. interpolation of the fitted data\n", "5. saving into a detector definition file\n", "\n", "The picture used is the one of a regular metallic grid of holes (spaced by 5mm), just in front of the detector. We will assume holes are circular what looks correct in first approximation. Parallax error will be ignored in a first time.\n", "\n", "The images used for this test can be downloaded from:\n", "http://www.silx.org/pub/pyFAI/detector_calibration/frelonID22_grid.edf\n", "\n", "## Peak picking\n", "\n", "\n", "Lets start with peak picking, for this, we will use the *FabIO* library able to read the image and *matplotlib* to display the image. The distortion is assumed to be minimal in the middle of the detector, so we first focus on one spot in the middle:\n", "\n", "First we initialize the matplotlib library to be used in the *Jupyter notebook* interface." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Working with pyFAI version: 2025.1.0-dev0\n" ] } ], "source": [ "# %matplotlib widget\n", "#For documentation purpose, `inline` is used to enforce the storage of the image in the notebook\n", "%matplotlib inline\n", "import time\n", "import numpy\n", "from matplotlib.pyplot import subplots\n", "\n", "start_time = time.perf_counter()\n", "import pyFAI\n", "print(f\"Working with pyFAI version: {pyFAI.version}\")" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "/tmp/pyFAI_testdata_kieffer/frelonID22_grid.edf\n" ] } ], "source": [ "import os\n", "from silx.resources import ExternalResources\n", "downloader = ExternalResources(\"pyFAI\", \"http://www.silx.org/pub/pyFAI/detector_calibration\", \"PYFAI_DATA\")\n", "fname = downloader.getfile(\"frelonID22_grid.edf\")\n", "print(fname)\n", "\n", "#To test the corrections are good, once you have finished this tutorial:\n", "#fname = \"corrected.edf\"\n", "\n", "import fabio\n", "img = fabio.open(fname).data" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Display the image, and zoom on one spot\n", "fig,ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(img[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Look at the profile of the peak to measure the width (it is expected to be a crenel)\n", "fig,ax = subplots()\n", "ax.plot(img[1060+25,1040:1060])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's look at one spot, in the center of the image: it is circular and is slightly larger than 10 pixels.\n", "We will define a convolution kernel of size 11x11 of circular shape with sharp borders as this is what a perfect spot is expected to look like. The kernel is normalized in such a way it does not modify the average intensity of the image\n", "\n", "Now convolve the image with this circular kernel using scipy.signal (in direct space: the kernel is small and performance does not really matter here). \n", "\n", "It is important to have an odd size for the kernel for convolution as an even shape would induce an offset of 1/2 pixel in the located peak-position." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "size = 11 #Odd of course\n", "center = (size-1)//2\n", "y, x = numpy.ogrid[-center:center+1,-center:center+1]\n", "r2 = x*x + y*y\n", "kernel = (r2<=(center+0.5)**2).astype(float)\n", "kernel /= kernel.sum()\n", "\n", "fig,ax = subplots()\n", "ax.imshow(kernel, interpolation=\"nearest\", origin=\"lower\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [], "source": [ "from scipy import ndimage, signal" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "cnv = signal.convolve2d(img, kernel, mode=\"same\")" ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "(2048, 2048) (2048, 2048)\n" ] } ], "source": [ "#Check that size is unchanged.\n", "print(img.shape, cnv.shape) " ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Check the image still looks the same. it is just supposed to be smoother.\n", "\n", "fig,ax = subplots(1,2, figsize=(10,5))\n", "ax[0].imshow(cnv, interpolation=\"nearest\", origin=\"lower\")\n", "#Zoom into a spot in the middle of the image, where the distortion is expected to be minimal\n", "ax[1].imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")\n", "ax[1].set_title(\"Zoom one point in the center\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "#Zoom into the very same spot to ensure it is smoother\n", "fig,ax = subplots()\n", "ax.imshow(cnv[1060:1100,1040:1080], interpolation=\"nearest\", origin=\"lower\")" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "image/png": 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CnhBC4WqIggdDDhEFDWuzA0XldQCA8SG06/iVjE2Lg06jQqWtBYdPNSpdDlHQYMghoqCRf7gGbgH06RaFHuYIpcvpMgatGmN6xwI4eyWLiK6MIYeIgkao7jreHje0bUL67aEahSshCh4MOUQUNM7uVxU+XVVe3unyW47UwOFyK1wNUXBgyCGioFBe24SjNU1QqySM6xOndDldbnCyEeZILRrsTuxqG5dERJfHkENEQcE7dXxEihkxBq3C1XQ9lUrCDX29XVZcL4eoPRhyiCgohPN4HC/vuXu77Yjo8hhyiCjgudwCm9oG3IbjeByv8W2Dj3eW16G+xaFwNUSBjyGHiALe3hNWWJsdiDFoMLynSelyFJMSF4nU+Ei43AIFR2qVLoco4DHkEFHA+6ZtbZisPvHQqMP7bWt8P47LIWqv8H63IKKg8I08dTx8x+N4MeQQtR9DDhEFtEa7EzvKzgAI7/E4Xtf37QZJAg5VN+CktVnpcogCGkMOEQW0raW1cLgEesZGIDU+UulyFGeK1GJYD8+4pE1c/ZjoshhyiCig5bWNx5nQvxskSVK4msBwdio597EiuhyGHCIKaN41Ycb3Y1eVl/fv4ttDNRBCKFwNUeBiyCGigFVpbcHB6gZIEnBDv3ilywkYI1PNiNCqcbrBjpKqeqXLIQpYDDlEFLC8M4iG9TDBHKlTuJrAodeoMTbNs38XVz8mujSGHCIKWN4xJ+G8lcOlcCo50ZUx5BBRQHK7hfwBzvE4F/IGv4IjtbA7XQpXQxSYGHKIKCAdqKzH6YZWROrUGJlqVrqcgJNhiUG3aB2aHS7sOFandDlEAanDIScvLw+33347kpOTIUkSVq5cKR9zOBxYsGABhg4diqioKCQnJ+PBBx9ERUWFz2PU1tZixowZMBqNMJvNmDVrFhoaGnza7N69GxMmTIDBYEBKSgqWLFlyQS3Lly9HRkYGDAYDhg4dis8//7yjp0NEAcq763hmWhz0GrXC1QQeSZJwQ1uX1SZ2WRFdVIdDTmNjI4YPH44333zzgmNNTU3YsWMHnn32WezYsQOffPIJSkpK8IMf/MCn3YwZM1BcXIzc3FysWrUKeXl5mDNnjnzcZrNh8uTJSE1NRWFhIV566SU899xzeOedd+Q2mzdvxn333YdZs2Zh586dmDZtGqZNm4a9e/d29JSIKAB5t3IYz1WOL8k7Lucbhhyii5LENSyyIEkSVqxYgWnTpl2yzbZt2zB27FgcO3YMvXr1wv79+zFo0CBs27YNo0ePBgCsWbMGt912G44fP47k5GS8/fbb+H//7/+hsrISOp1nRsUzzzyDlStX4sCBAwCAe++9F42NjVi1apX8XOPGjcN1112HpUuXtqt+m80Gk8kEq9UKo9F4lX8LRORvLQ4Xhv/2K9idbnz1xEQMSIxRuqSAdNLajKzF66CSgJ3PToYpUqt0SURdor2f350+JsdqtUKSJJjNZgBAfn4+zGazHHAAIDs7GyqVCgUFBXKbiRMnygEHAHJyclBSUoIzZ87IbbKzs32eKycnB/n5+ZesxW63w2az+dyIKPBsP3oGdqcbiUY9+idEK11OwEoyRaBv9yi4BZB/hFdziM7XqSGnpaUFCxYswH333ScnrcrKSiQkJPi002g0iIuLQ2VlpdwmMTHRp433+yu18R6/mMWLF8NkMsm3lJSUaztBIuoU37SNxxnfrzu3crgC76al33C9HKILdFrIcTgcuOeeeyCEwNtvv91ZT9MhCxcuhNVqlW/l5eVKl0REF+Fd4G4C18e5Ig4+Jro0TWc8qDfgHDt2DOvWrfPpL7NYLKiurvZp73Q6UVtbC4vFIrepqqryaeP9/kptvMcvRq/XQ6/XX/2JEVGnq2mwo7jC05Xs/QCnSxvXJw5qlYSjNU0or21CShx3aify8vuVHG/AOXjwIL7++mvEx/vuN5OVlYW6ujoUFhbK961btw5utxuZmZlym7y8PDgcDrlNbm4u0tPTERsbK7dZu3atz2Pn5uYiKyvL36dERF3IuwDgwCQjusfwPyVXEmPQ4roUMwBezSE6X4dDTkNDA4qKilBUVAQAKC0tRVFREcrKyuBwOPDDH/4Q27dvx7Jly+ByuVBZWYnKykq0trYCAAYOHIgpU6Zg9uzZ2Lp1KzZt2oR58+Zh+vTpSE5OBgDcf//90Ol0mDVrFoqLi/HRRx/htddew5NPPinX8fjjj2PNmjV4+eWXceDAATz33HPYvn075s2b54e/FiJSCruqOo5TyYkuQXTQ+vXrBYALbjNnzhSlpaUXPQZArF+/Xn6Mmpoacd9994no6GhhNBrFT3/6U1FfX+/zPLt27RLjx48Xer1e9OjRQ7zwwgsX1PLxxx+LAQMGCJ1OJwYPHixWr17doXOxWq0CgLBarR39ayCiTuB2u8X1i9eK1AWrxIaSaqXLCRrbSmtE6oJV4rrffilcLrfS5RB1uvZ+fl/TOjnBjuvkEAWW8tomTFiyHlq1hF2/mYxIXacMGww5DpcbI36Xiwa7E6seG48hPUxKl0TUqQJmnRwiovbKP1wDABje08yA0wFatQrj+sQB4FRyonMx5BBRwNhyxBNyxvWJv0JLOh+nkhNdiCGHiAKCEAL5bSEnqy9DTkd5B2pvPVqLFodL4WqIAgNDDhEFhGM1TThpbYFWLWFkr1ilywk6fbtHw2I0oNXpxvajZ5QuhyggMOQQUUDwdlWNSIlFhE6tcDXBR5IkucvKuy0GUbhjyCGigJAvj8eJU7iS4OXtsvqWg4+JADDkEFEAEEKcHXTM8ThX7fp+nr+74gobahtbFa6GSHkMOUSkuNLTjaiy2aFTqzge5xokxBiQYYkBwFlWRABDDhEFgC1HagEAI3qZYdByPM61GM+p5EQyhhwiUhynjvvPDW3jcr45eBphvKA9EQCGHCJSmBBCXumYiwBeu8y0OGjVEk7UNeNoTZPS5RApiiGHiBR1+FQjTjfYodeocF2KWelygl6kToMRbeOavOGRKFwx5BCRorxdVSN7xXI8jp9ktV0R8/7dEoUrhhwiUtQWjsfxO+/fZf7hGo7LobDGkENEihFCoICbcvrddSlm6DQqnG6w4/CpRqXLIVIMQw4RKeZQdQNON7TCoFVheIpJ6XJChkGrxijvuBx2WVEYY8ghIsV4P4BHpcZCr+F4HH/ydllt4eBjCmMMOUSkGHk8Druq/E4OOUc4LofCF0MOESnC7RbySsccdOx/w3qaYNCqUNPYioPVDUqXQ6QIhhwiUsR31fWobWxFhFaNoT3MSpcTcvQaNUanenZ053o5FK4YcohIEd6xIqN7x0Kn4VtRZzh3KjlROOI7CxEpIp9Txzud9++2oLQGbjfH5VD4Ycghoi7ndgsUlHI8Tmcb1tOESJ0aZ5ocKKmqV7ocoi7HkENEXe5AZT3qmhyI1KkxtAfXx+ksWrUKo3tzXA6FL4YcIupy3qnjY3rHQavm21Bn8k7P38JFASkM8d2FiLocx+N0nXF9PFdyCkprOS6Hwg5DDhF1KZf77H5VHI/T+Yb2MCFar4G12YF9J21Kl0PUpRhyiKhL7T9pg63FiWi9BkOSjUqXE/I0ahXG9PbsY8UuKwo3DDlE1KXOjseJhYbjcbrEuVs8EIUTvsMQUZfawq6qLnd2vZxauDguh8IIQw4RdRnXOevjcNBx1xmcbEKMQYP6FieKK6xKl0PUZRhyiKjL7Kuwob7FiRi9BoOTuT5OV1GrJGSmeWZZscuKwglDDhF1mfwjpwEAY9PioFZJClcTXrxXzrgoIIUThhwi6jJbjnArB6V4Q862o2fgdLkVroaoazDkEFGXcLrc2MrxOIoZlGSEKUKLBrsTe05wXA6FB4YcIuoSeytsaLA7YTRoMDCJ6+N0NZXPuJxahash6hoMOUTUJbwDXjP7xHM8jkLkcTkcfExhgiGHiLqEd8Aru6qU4x0Ltf1oLRwcl0NhgCGHiDqdw+XG9qNtg44ZchSTnhiD2Egtmlpd2H2c43Io9DHkEFGn23PCisZWF8yRWmRYYpQuJ2x5xuVwiwcKHww5RNTp5PE4aXFQcTyOorxdVlwvh8JBh0NOXl4ebr/9diQnJ0OSJKxcudLnuBACixYtQlJSEiIiIpCdnY2DBw/6tKmtrcWMGTNgNBphNpsxa9YsNDQ0+LTZvXs3JkyYAIPBgJSUFCxZsuSCWpYvX46MjAwYDAYMHToUn3/+eUdPh4i6AMfjBA55XM6xWrQ6OS6HQluHQ05jYyOGDx+ON99886LHlyxZgtdffx1Lly5FQUEBoqKikJOTg5aWFrnNjBkzUFxcjNzcXKxatQp5eXmYM2eOfNxms2Hy5MlITU1FYWEhXnrpJTz33HN455135DabN2/Gfffdh1mzZmHnzp2YNm0apk2bhr1793b0lIioE7U63dh+9AwALgIYCPonRCM+SocWhxu7jtcpXQ5R5xLXAIBYsWKF/L3b7RYWi0W89NJL8n11dXVCr9eLDz74QAghxL59+wQAsW3bNrnNF198ISRJEidOnBBCCPHWW2+J2NhYYbfb5TYLFiwQ6enp8vf33HOPmDp1qk89mZmZ4uGHH253/VarVQAQVqu13T9DRB2z/WiNSF2wSlz32y+Fy+VWuhwSQvz8X4UidcEq8drX3yldCtFVae/nt1/H5JSWlqKyshLZ2dnyfSaTCZmZmcjPzwcA5Ofnw2w2Y/To0XKb7OxsqFQqFBQUyG0mTpwInU4nt8nJyUFJSQnOnDkjtzn3ebxtvM9zMXa7HTabzedGRJ3r3K4qjscJDOM4LofChF9DTmVlJQAgMTHR5/7ExET5WGVlJRISEnyOazQaxMXF+bS52GOc+xyXauM9fjGLFy+GyWSSbykpKR09RSLqoM1tH6Tsqgoc3mn8O8rOoMXhUrgaos4TVrOrFi5cCKvVKt/Ky8uVLokopNmdLhQe81x9vZ4hJ2D07R6F7jF62J1uFJXXKV0OUafxa8ixWCwAgKqqKp/7q6qq5GMWiwXV1dU+x51OJ2pra33aXOwxzn2OS7XxHr8YvV4Po9HocyOizrOzrA52pxvdY/To2z1a6XKojSRJZ7d4YJcVhTC/hpy0tDRYLBasXbtWvs9ms6GgoABZWVkAgKysLNTV1aGwsFBus27dOrjdbmRmZspt8vLy4HA45Da5ublIT09HbGys3Obc5/G28T4PESlP7qrqEw9J4nicQOLtsuKigBTKOhxyGhoaUFRUhKKiIgCewcZFRUUoKyuDJEmYP38+/vCHP+Czzz7Dnj178OCDDyI5ORnTpk0DAAwcOBBTpkzB7NmzsXXrVmzatAnz5s3D9OnTkZycDAC4//77odPpMGvWLBQXF+Ojjz7Ca6+9hieffFKu4/HHH8eaNWvw8ssv48CBA3juueewfft2zJs379r/VojIL7ZwPE7A8r4mO8vqOC6HQldHp22tX79eALjgNnPmTCGEZxr5s88+KxITE4VerxeTJk0SJSUlPo9RU1Mj7rvvPhEdHS2MRqP46U9/Kurr633a7Nq1S4wfP17o9XrRo0cP8cILL1xQy8cffywGDBggdDqdGDx4sFi9enWHzoVTyIk6T5PdKfr9arVIXbBKlJ5qULocOo/b7RZj/ztXpC5YJTYdPKV0OUQd0t7Pb0kIIRTMWIqy2WwwmUywWq0cn0PkZ98cPIUH/r4VySYDNj1zC7urAtD8D3diZVEFHrulH56anK50OUTt1t7P77CaXUVEXUdeH6cvx+MEKm+XFcflUKhiyCGiTpF/5OygYwpM3hlWReV1aG7luBwKPQw5ROR3DXYndh+3AuCg40DWKy4SySYDHC6B7cdqlS6HyO8YcojI77aV1sLlFugVF4mesZFKl0OXIEmSvMUDu6woFDHkEJHfsasqeGRxUUAKYQw5ROR3mw+fBgBc348hJ9B5x+XsPm5Fo92pcDVE/sWQQ0R+ZW1yoLjCBoBXcoJBSlwkesZGwOkW2HaU43IotDDkEJFfFZTWQAigT/coJBgNSpdD7SB3WXFcDoUYhhwi8ivvflXcdTx4yOvlcFwOhRiGHCLyqy3yoONuCldC7eUNOXtOWGFrcVyhNVHwYMghIr+pabDjQGU9AGBcnziFq6H2SjJFoHd8JNzCM/2fKFQw5BCR32w54vmAzLDEID5ar3A11BHc4oFCEUMOEflN/hHP1PFxnFUVdMZx8DGFIIYcIvKbfA46DlreGVbFFTZYmzguh0IDQw4R+UWVrQWHTzVCkoDMNIacYJNgNKBP9ygI4VkGgCgUMOQQkV94x3IMTjbCFKlVuBq6Glwvh0INQw4R+cXZripOHQ9W3sHH3MeKQgVDDhH5hXcRQG7lELy8g48PVNajtrFV4WqIrh1DDhFdsxN1zSirbYJaJWFMGtfHCVbdovUYkBgNAChglxWFAIYcIrpm3u6NYT1NiNZrFK6GroX3ShzXy6FQwJBDRNds82HP+jjsqgp+8rgchhwKAQw5RHRNhBDyxo5ZXB8n6Hmn/39X1YDTDXaFqyG6Ngw5RHRNymqbUGFtgVYtYXQqx+MEu9goHTIsMQDYZUXBjyGHiK6Jd1bViJRYROjUCldD/sCp5BQqGHKI6Jrks6sq5HBRQAoVDDlEdNWEEPIHIUNO6MhMi4ckAUdONaLK1qJ0OURXjSGHiK7a4VMNOFVvh16jwoheZqXLIT8xRWoxONkIgONyKLgx5BDRVfN2VY3uHQu9huNxQgnXy6FQwJBDRFdN7qri+jghh4OPKRQw5BDRVXG7BQcdh7AxveOgkoCjNU04aW1Wuhyiq8KQQ0RXpaSqHmeaHIjUqTGsp1npcsjPYgxaDO1hAsCrORS8GHKI6Kp4P/jG9I6DVs23klA0jl1WFOT4zkREV2Uzu6pCHtfLoWDHkENEHeZyCxSUej74rmfICVljesdBo5Jw/EwzymublC6HqMMYcoiow4orrKhvcSLGoMHgZJPS5VAnidJrMKxn27gcXs2hIMSQQ0Qd5h2jkZkWB7VKUrga6kze7kiul0PBiCGHiDrs7FYO3RSuhDpbVh/Pa7zlcA2EEApXQ9QxDDlE1CGtTje2ltYC4CKA4WBUaiy0agkV1haUcVwOBRmGHCLqkJ1lZ9DU6kK3aB0yLDFKl0OdLEKnxoiUWACcSk7BhyGHiDrkm4OnAQDj+3WDiuNxwsK4PnEAOPiYgo/fQ47L5cKzzz6LtLQ0REREoG/fvvj973/v05crhMCiRYuQlJSEiIgIZGdn4+DBgz6PU1tbixkzZsBoNMJsNmPWrFloaGjwabN7925MmDABBoMBKSkpWLJkib9Ph4jO883BUwCA8f27K1wJdZVzFwXkuBwKJn4POS+++CLefvtt/PnPf8b+/fvx4osvYsmSJXjjjTfkNkuWLMHrr7+OpUuXoqCgAFFRUcjJyUFLS4vcZsaMGSguLkZubi5WrVqFvLw8zJkzRz5us9kwefJkpKamorCwEC+99BKee+45vPPOO/4+JSJqU9fUit0nrACACf056DhcjOwVC51Ghep6O46cblS6HKJ20/j7ATdv3ow77rgDU6dOBQD07t0bH3zwAbZu3QrAcxXnT3/6E37961/jjjvuAAD8z//8DxITE7Fy5UpMnz4d+/fvx5o1a7Bt2zaMHj0aAPDGG2/gtttuwx//+EckJydj2bJlaG1txT/+8Q/odDoMHjwYRUVFeOWVV3zCEBH5z6ZDNRACGJAYjUSjQelyqIsYtGqM7GXGliO1yD9cg77do5Uuiahd/H4l5/rrr8fatWvx3XffAQB27dqFb7/9FrfeeisAoLS0FJWVlcjOzpZ/xmQyITMzE/n5+QCA/Px8mM1mOeAAQHZ2NlQqFQoKCuQ2EydOhE6nk9vk5OSgpKQEZ86cuWhtdrsdNpvN50ZE7fftIU9X1QR2VYUdeSo5x+VQEPF7yHnmmWcwffp0ZGRkQKvVYsSIEZg/fz5mzJgBAKisrAQAJCYm+vxcYmKifKyyshIJCQk+xzUaDeLi4nzaXOwxzn2O8y1evBgmk0m+paSkXOPZEoUPIQTyvmsbdMyuqrBzdlHAWo7LoaDh95Dz8ccfY9myZXj//fexY8cOvPfee/jjH/+I9957z99P1WELFy6E1WqVb+Xl5UqXRBQ0jtY04URdM3RqFTLT4pQuh7rY8BQTDFoVTjfYcai64co/QBQA/D4m5+mnn5av5gDA0KFDcezYMSxevBgzZ86ExWIBAFRVVSEpKUn+uaqqKlx33XUAAIvFgurqap/HdTqdqK2tlX/eYrGgqqrKp433e2+b8+n1euj1+ms/SaIw5J1VNSo1FpE6v791UIDTa9QYnRqHbw+dRv6RGvRP5BpJFPj8fiWnqakJKpXvw6rVarjdbgBAWloaLBYL1q5dKx+32WwoKChAVlYWACArKwt1dXUoLCyU26xbtw5utxuZmZlym7y8PDgcDrlNbm4u0tPTERsb6+/TIgp73vVxJgxgV1W4yjpnKjlRMPB7yLn99tvx3//931i9ejWOHj2KFStW4JVXXsGdd94JAJAkCfPnz8cf/vAHfPbZZ9izZw8efPBBJCcnY9q0aQCAgQMHYsqUKZg9eza2bt2KTZs2Yd68eZg+fTqSk5MBAPfffz90Oh1mzZqF4uJifPTRR3jttdfw5JNP+vuUiMKew+WWP9gm9OOg43DlXRRwy5EauN0cl0OBz+/XnN944w08++yz+PnPf47q6mokJyfj4YcfxqJFi+Q2v/zlL9HY2Ig5c+agrq4O48ePx5o1a2AwnJ2SumzZMsybNw+TJk2CSqXC3Xffjddff10+bjKZ8NVXX2Hu3LkYNWoUunXrhkWLFnH6OFEn2FVehwa7E7GRWgxONipdDilkWE8zInVqnGlyoKSqHgOT+G+BApskwniYvM1mg8lkgtVqhdHIX1aiS3kl9zu8vvYgvj8sCX++f6TS5ZCCZv5jKzZ+dwq/njoQP5vQR+lyKEy19/Obe1cR0RV5Bx1P5Po4Yc+70nVe2xgtokDGkENEl2VtdmBXeR0Aro9DwI0DPEG34EgNWhwuhashujyGHCK6rPzDp+EWQN/uUUg2RyhdDimsX0I0LEYD7E43tpbWKl0O0WUx5BDRZclTx9lVRfDMkJ3YtoxA3nenFK6G6PIYcojoss6GHHZVkcfEti6rvIMMORTYGHKI6JKO1TSirLYJGpWEzD7xSpdDAWJ8v25QScB3VQ04aW1WuhyiS2LIIaJL8l7FGZkai2g9t3IgD3OkDsN6mgGc/TdCFIgYcojokr71dlX1Y1cV+ZK7rDguhwIYQw4RXZTT5camw979qjjomHzd2Db4+NtDp+HiFg8UoBhyiOiidp+wor7FCVOEFkN7mJQuhwLM8J5mxBg0qGtyYM8Jq9LlEF0UQw4RXdQ333mu4tzQLx5qlaRwNRRoNGoVbujLqeQU2BhyiOiivFs5cH0cuhSOy6FAx5BDRBeob3Fgp3crBw46pkvwLgq4s7wOthaHwtUQXYghh4gukH+4Bi63QFq3KKTERSpdDgWonrGR6NM9Ci63wOZDnEpOgYchh4gu8G3bBxav4tCVeHem567kFIgYcojoAtzKgdrrxnPG5QjBqeQUWBhyiMhHeW0TSk83Qq2SMK4vt3Kgy8vsEwedWoXjZ5pRerpR6XKIfDDkEJEPb1fViBQzjAatwtVQoIvUaTC6dywAzrKiwMOQQ0Q+vFs5jGdXFbXT2V3JOS6HAgtDDhHJXG4hX8nh+jjUXt7Bx/mHa2B3uhSuhugshhwiku09YYW12YEYgwbDe3IrB2qfgUkx6B6jR7PDhcKjZ5Quh0jGkENEMu8qx9f3jYdGzbcHah9JkuSZeOyyokDCdzEikuXJ43HYVUUdcyO3eKAAxJBDRACABrsTO8s8XQ0TOeiYOuiGtoUj95204VS9XeFqiDwYcogIAFBwpAYOl0BKXARS46OULoeCTLdoPYb0MAI42+1JpDSGHCICcO4qx+yqoqsjb/HALisKEAw5RATg7P++J3C/KrpK3vVyvjl4Gm43t3gg5THkEBEq6ppx+FQjVBJwfV+GHLo6I3vFIkqnRk1jK/adtCldDhFDDhGdXeV4WE8zTJHcyoGujk6jQlZbSN7ILisKAAw5RIS1B6oAnJ0GTHS1bhzgCTkcfEyBgCGHKMy1OFzyoOPvDUpUuBoKdt6B64XHzqDR7lS4Ggp3DDlEYS7/SA2aWl2wGA0YnGxUuhwKcr27RaFXXCQcLoH8wzVKl0NhjiGHKMx9vc/TVTVpYAIkSVK4GgoFEwd4t3hglxUpiyGHKIwJIbB2fzUAIHsgu6rIP7heDgUKhhyiMFZcYUOlrQURWjWy+sYrXQ6FiKy+8dCoJBytaUJZTZPS5VAYY8ghCmO5bV1VEwd0g0GrVrgaChUxBi1GpsYCADayy4oUxJBDFMa8U8cnsauK/Iy7klMgYMghClMnrc3Ye8IGSQJuyUhQuhwKMRPadrLPP1wDh8utcDUUrhhyiMKUd8DxyF6x6BatV7gaCjVDkk2Ii9Khwe7EzrI6pcuhMMWQQxSmvt5/duo4kb+pVBLGt232yi4rUgpDDlEYarQ7sfmQZ6G273E8DnUS767kXC+HlNIpIefEiRP48Y9/jPj4eERERGDo0KHYvn27fFwIgUWLFiEpKQkRERHIzs7GwYMHfR6jtrYWM2bMgNFohNlsxqxZs9DQ0ODTZvfu3ZgwYQIMBgNSUlKwZMmSzjgdopDzzcHTaHW50SsuEv0SopUuh0LUxAHdIEnA7uNWVFpblC6HwpDfQ86ZM2dwww03QKvV4osvvsC+ffvw8ssvIzY2Vm6zZMkSvP7661i6dCkKCgoQFRWFnJwctLSc/SWYMWMGiouLkZubi1WrViEvLw9z5syRj9tsNkyePBmpqakoLCzESy+9hOeeew7vvPOOv0+JKOR4u6qyByZylWPqNAkxBoxIMQMAcvdVKlsMhSfhZwsWLBDjx4+/5HG32y0sFot46aWX5Pvq6uqEXq8XH3zwgRBCiH379gkAYtu2bXKbL774QkiSJE6cOCGEEOKtt94SsbGxwm63+zx3enp6u2u1Wq0CgLBare3+GaJg53S5xcjffSVSF6wSmw6dUrocCnF/2XhIpC5YJe7/a77SpVAIae/nt9+v5Hz22WcYPXo0fvSjHyEhIQEjRozAX//6V/l4aWkpKisrkZ2dLd9nMpmQmZmJ/Px8AEB+fj7MZjNGjx4tt8nOzoZKpUJBQYHcZuLEidDpdHKbnJwclJSU4MyZMxetzW63w2az+dyIwk1R+RnUNLYixqDBmN5xSpdDIS5nsAUAsOVILeqaWhWuhsKN30POkSNH8Pbbb6N///748ssv8eijj+IXv/gF3nvvPQBAZaXnkmViou9gx8TERPlYZWUlEhJ8Z3xoNBrExcX5tLnYY5z7HOdbvHgxTCaTfEtJSbnGsyUKPrn7PFPHb05PgFbNuQfUuVLjo5BhiYHLfXafNKKu4vd3OLfbjZEjR+L555/HiBEjMGfOHMyePRtLly7191N12MKFC2G1WuVbeXm50iURdbm1nDpOXWxy29WcL4s5Loe6lt9DTlJSEgYNGuRz38CBA1FWVgYAsFg8/9irqqp82lRVVcnHLBYLqqt9E7/T6URtba1Pm4s9xrnPcT69Xg+j0ehzIwonR0834mB1AzQqCTcNYMihrpEz2HOVfeN3p9DU6lS4Ggonfg85N9xwA0pKSnzu++6775CamgoASEtLg8Viwdq1a+XjNpsNBQUFyMrKAgBkZWWhrq4OhYWFcpt169bB7XYjMzNTbpOXlweHwyG3yc3NRXp6us9MLiI6yzuramxaHEyRWoWroXAxKMmIlLgI2J1uLgxIXcrvIeeJJ57Ali1b8Pzzz+PQoUN4//338c4772Du3LkAAEmSMH/+fPzhD3/AZ599hj179uDBBx9EcnIypk2bBsBz5WfKlCmYPXs2tm7dik2bNmHevHmYPn06kpOTAQD3338/dDodZs2aheLiYnz00Ud47bXX8OSTT/r7lIhChndMBDfkpK4kSRJyBnm7rKqu0JrIf/wecsaMGYMVK1bggw8+wJAhQ/D73/8ef/rTnzBjxgy5zS9/+Us89thjmDNnDsaMGYOGhgasWbMGBoNBbrNs2TJkZGRg0qRJuO222zB+/HifNXBMJhO++uorlJaWYtSoUXjqqaewaNEin7V0iOgsa5MDW4/WAgCyOR6HuljOEE/IWbu/iht2UpeRhBBC6SKUYrPZYDKZYLVaOT6HQt6nRSfw+IdFGJAYja+euFHpcijMuNwCmc9/jdMNrfjfWWMxoX93pUuiINbez2/OHyUKE1+zq4oUpFZJ+N4gz7+9NXs5y4q6BkMOURhwuNzYUOIJOdkMOaQQ78KAufuq4HaHbScCdSGGHKIwsK20FvUtTsRH6XBd215CRF3t+r7dEKPXoLrejp3ldUqXQ2GAIYcoDOS2TR2/JSMBahU35CRl6DQq3JzhGfT+FRcGpC7AkEMU4oQQZ3cdH8SuKlKWt8tqTXElwnjeC3URhhyiEHewugHltc3QaVSY0L+b0uVQmLspvTt0GhWO1TShpKpe6XIoxDHkEIW43H2eqzg39I1HpE6jcDUU7qL0GkxsC9tf7uXCgNS5GHKIQtxadlVRgOGGndRVGHKIQtjphrOzWCZlMORQYMgemAiVBOw7aUN5bZPS5VAIY8ghCmHrDlRDCGBoDxMsJsOVf4CoC8RF6TA2LQ4Ar+ZQ52LIIQphX7eNx5nEvaoowOSwy4q6AEMOUYhqcbjwzcHTALjKMQUeb8jZfuwMTtXbFa6GQhVDDlGIyj9cg2aHC0kmAwYncwNaCizJ5ggM62mCEJDXcSLyN4YcohDlXeV40sAESBJXOabAIy8MyA07qZMw5BCFILdbnJ06zq4qClA5gz3/NjcfPg1bi0PhaigUMeQQhaCtR2tRZbMjRq/BuD7xSpdDdFH9EmLQp3sUHC6B9QeqlS6HQhBDDlEI+mTHcQDA1GFJMGjVCldDdGlT2rqsvirmuBzyP4YcohDT3OrC53s8YxzuGtlT4WqILs87Lmd9STVaHC6Fq6FQw5BDFGK+2leJBrsTKXERGJ0aq3Q5RJc1rKcJSSYDmlpd+LZtyQMif2HIIQoxn+w4AQC4c0RPqFScVUWBTZIkTG7bV40LA5K/MeQQhZBqWwu+OXgKAHDniB4KV0PUPt4uq6/3V8HpcitcDYUShhyiEPLZrgq4BTCylxlp3aKULoeoXcamxcEcqcWZJge2HT2jdDkUQhhyiELI/7V1VXHAMQUTjVolr+fELivyJ4YcohCxr8KG/Sdt0KlV+P6wJKXLIeqQHHkqeSWEEApXQ6GCIYcoRKzY6VkbZ9LABJgjdQpXQ9QxE/p3Q6ROjQprC/acsCpdDoUIhhyiEOB0ubGyqAIAu6ooOBm0atyU3h0A8J9dFQpXQ6GCIYcoBHx76DRO1dsRF6XDjQO6K10O0VWZdp1nRuCKnSfg4Cwr8gOGHKIQ4F0b5wfDk6HT8NeagtPNGQnoFq3H6YZWrN3Pvazo2vHdkCjI1bc45Bkpd43k2jgUvLRqFe4e5fk3/NG2MoWroVDAkEMU5L7YUwm7041+CdEY2sOkdDlE1+Se0SkAgI3fnUKltUXhaijYMeQQBbn/a9tx/K6RPSBJ3MaBglvf7tEY2zsObgH8u7Bc6XIoyDHkEAWx8tomFJTWQpLODtokCnb3jPFczfl4+3G43Vwzh64eQw5REFu50zPg+Pq+8Ug2RyhcDZF/3DbUgmi9BmW1TdhSWqN0ORTEGHKIgpQQAp+0hZy7RnBtHAodkToNbh+eDAD4eBu7rOjqMeQQBamd5XUoPd2ICK0aU4ZYlC6HyK/ubeuy+nxvJaxNDoWroWDFkEMUpD5pG3B86xALovQahash8q/hPU1IT4xBq9ONT3edULocClIMOURByO504T+7TgLgNg4UmiRJkq/mfMQuK7pKDDlEQWj9gWpYmx2wGA3I6huvdDlEneLOET2gU6tQXGHDXm7aSVeBIYcoCP1f2zYO00b0gFrFtXEoNMVG6fC9wYkAgI+382oOdRxDDlGQqW1sxfoDnn19uI0Dhbp721ZAXrnzBFocLoWroWDDkEMUZP6zqwJOt8DQHiYMSIxRuhyiTjW+Xzf0MEfA1uLEmr2VSpdDQabTQ84LL7wASZIwf/58+b6WlhbMnTsX8fHxiI6Oxt13342qqiqfnysrK8PUqVMRGRmJhIQEPP3003A6nT5tNmzYgJEjR0Kv16Nfv3549913O/t0iBT3yTnbOBCFOpVKwo9GewbXcwAydVSnhpxt27bhL3/5C4YNG+Zz/xNPPIH//Oc/WL58OTZu3IiKigrcdddd8nGXy4WpU6eitbUVmzdvxnvvvYd3330XixYtktuUlpZi6tSpuPnmm1FUVIT58+fjZz/7Gb788svOPCUiRR2qrseu41ZoVJK8WBpRqPvR6BRIEpB/pAbHahqVLoeCSKeFnIaGBsyYMQN//etfERsbK99vtVrx97//Ha+88gpuueUWjBo1Cv/85z+xefNmbNmyBQDw1VdfYd++ffjXv/6F6667Drfeeit+//vf480330RraysAYOnSpUhLS8PLL7+MgQMHYt68efjhD3+IV199tbNOiUhxn7QNOL4pvTu6ResVroaoa/QwR2B8v24AgOXbjytcDQWTTgs5c+fOxdSpU5Gdne1zf2FhIRwOh8/9GRkZ6NWrF/Lz8wEA+fn5GDp0KBITE+U2OTk5sNlsKC4ultuc/9g5OTnyY1yM3W6HzWbzuREFC7dbYIV3GweujUNhxrtmzr8Lj8PpcitcDQWLTgk5H374IXbs2IHFixdfcKyyshI6nQ5ms9nn/sTERFRWVsptzg043uPeY5drY7PZ0NzcfNG6Fi9eDJPJJN9SUlKu6vyIlLDlSA1OWltgNGhwS0aC0uUQdanvDUpEbKQWlbYW5B08pXQ5FCT8HnLKy8vx+OOPY9myZTAYDP5++GuycOFCWK1W+VZezkFsFDyWbS0DAEwdlgyDVq1wNURdS69RY9oIz2B7DkCm9vJ7yCksLER1dTVGjhwJjUYDjUaDjRs34vXXX4dGo0FiYiJaW1tRV1fn83NVVVWwWDybDFoslgtmW3m/v1Ibo9GIiIiIi9am1+thNBp9bkTB4PCpBny+x7ONw4NZqQpXQ6QMb5fV2v3VOFVvV7gaCgZ+DzmTJk3Cnj17UFRUJN9Gjx6NGTNmyH/WarVYu3at/DMlJSUoKytDVlYWACArKwt79uxBdXW13CY3NxdGoxGDBg2S25z7GN423scgCiVvbzgMIYDsgQkYmMRwTuEpw2LE8BQznG6BFTs5AJmuzO9bF8fExGDIkCE+90VFRSE+Pl6+f9asWXjyyScRFxcHo9GIxx57DFlZWRg3bhwAYPLkyRg0aBAeeOABLFmyBJWVlfj1r3+NuXPnQq/3zCh55JFH8Oc//xm//OUv8dBDD2HdunX4+OOPsXr1an+fEpGiymub5AHHc2/up3A1RMq6d3QKdpXX4aNt5Zg9oQ8kidua0KUpsuLxq6++iu9///u4++67MXHiRFgsFnzyySfycbVajVWrVkGtViMrKws//vGP8eCDD+J3v/ud3CYtLQ2rV69Gbm4uhg8fjpdffhl/+9vfkJOTo8QpEXWav+QdhsstML5fN4zoFXvlHyAKYbcPT0KEVo3Dpxqxo+yM0uVQgJOEEELpIpRis9lgMplgtVo5PocCUpWtBROWrEer040PZo/jjuNEAJ76eBf+b8dx/GhUT7z0o+FKl0MKaO/nN/euIgpgf807glanG6NTYzGuT5zS5RAFhOljPQOQV+85iQa78wqtKZwx5BAFqNrGViwr8Ewbn3tLP449IGozOjUWfbpHoanVhVW7KpQuhwIYQw5RgPrnplI0O1wY0sOImwZ0V7ocooAhSRLuGe25mvMh18yhy2DIIQpAthYH3t18FAAw72ZexSE6310je0CjklBUXodNh04rXQ4FKIYcogD0v/nHUN/iRP+EaEweZFG6HKKAkxBjwIzMXgCA5z/fD7c7bOfQ0GUw5BAFmKZWJ/7+bSkA4Oc394VKxas4RBfzi0n9EaPXoLjChpVFJ5QuhwIQQw5RgHm/oAy1ja3oFReJ24clK10OUcCKj9bj0Zv7AgD++GUJWhwuhSuiQMOQQxRA7E4X/vrNEQDAozf1hUbNX1Giy3nohjQkmwyosLbgn5uOKl0OBRi+gxIFkH8XHkeVzQ6L0YC7RvZQuhyigGfQqvHU5HQAwFvrD6G2sVXhiiiQMOQQBQiHy423NxwGADx8Yx/oNWqFKyIKDneO6IFBSUbU2514fe1BpcuhAMKQQxQgPiuqwPEzzYiP0mH6mF5Kl0MUNFQqCb+6bSAA4F9bjqH0dKPCFVGgYMghCgAut8CbGw4BAGZNSEOEjldxiDpifP9uuCm9O5xugSVrDihdDgUIhhyiALBmbyWOnGqE0aDBA+NSlS6HKCgtvHUgVBLwxd5KFB6rVbocCgAMOUQKE0Lgz+s9V3F+ckMaYgxahSsiCk7plhj8aJRnu4f/Xr0fQnCBwHDHkEOksHUHqrH/pA2ROjV+en1vpcshCmpPTh6ACK0aO8rqsGZvpdLlkMIYcogUdO5VnAfGpSI2SqdwRUTBLdFowOwJaQCAF9ccQKvTrXBFpCSGHCIF5R+uwc6yOug0Ksxqe2Mmomsz58a+6Batw9GaJrxfcEzpckhBDDlECnpjnecqzvQxKUiIMShcDVFoiNZr8MT3BgAAXlt7ELYWh8IVkVIYcogU8k7eYeQfqYFGJeHhG/sqXQ5RSLl3dAr6JUTjTJNDXmSTwg9DDpEC/rXlGJ7/3LOWx1OT09HDHKFwRUShRaNW4ZkpGQCAv39bihN1zQpXREpgyCHqYit2Hsezn+4F4NmE89GbeBWHqDNMGpiAzLQ4tDrdePnLEqXLIQUw5BB1oTV7K/Ffy3dDCGBmVip+mZOudElEIUuSJPy/qZ7tHlYUncDeE1aFK6KuxpBD1EU2lFTjsQ92wOUW+OGonvjN7YMhSZLSZRGFtGE9zfjB8GQIASz+ggsEhhuGHKIuUHCkBg//byEcLoGpQ5Pwwl1DoVIx4BB1hadz0qFTq7DpUA1W7zmpdDnUhRhyiDrZrvI6zHpvO+xON27JSMCr914HjZq/ekRdJSUuEj+9oTcA4LEPduJPX38Hl5tXdMIB32mJOtGBShse/MdWNNidyOoTj7dmjIROw187oq725OQBuG9sCoQA/vT1Qfzkn1tR02BXuizqZHy3JeokR0414Md/2wprswPXpZjx15mjYdCqlS6LKCzpNWosvmsYXrlnOCK0anxz8DSmvv4tth/lbuWhjCGHqBMcP9OEH/+tAKcb7BiYZMR7Px2LaL1G6bKIwt5dI3vi03k3oG/3KFTaWnDvO1vw17wjHJAcohhyiPys2taCGX8rQIW1BX26R+F/Z42FKVKrdFlE1GZAYgw+mzcePxieDJdb4L8/34+H/7cQ1mZu/xBqGHKI/Oh0gx0//nsBjtU0oWdsBJb9LBPdovVKl0VE54nSa/Da9Ovw+2lDoFOr8NW+Ktz+xrdcSyfESCKMr9HZbDaYTCZYrVYYjUaly6EgJYRAQWktPt5WjtV7TsLudCPRqMfyh69Hr/hIpcsjoivYfbwOP1+2A8fPNEOnUeE3tw/C/WN7cR2rANbez2+GHIYcukpVthb8u/A4lm8vx9GaJvn+DEsM/nz/CPRLiFGwOiLqCGuTA08t34Wv91cBAO64LhnP3zkUURxLF5AYctqBIYc6yuFyY92Bany8rRzrS6rhXWojSqfG7cOTcc+YFIxIMfN/gERBSAiBd/KOYMmXJXC5BXqYIzB1WBJuyUjAqNRYaLm+VcBgyGkHhhxqr8OnGvDxtnL8344TOH3O2hqjU2Nxz5gUTB2axP/xEYWIbUdrMe/9Haiynf1djzFocOOA7rglIwE3pScgLkqnYIXEkNMODDl0PrdboMLajEPVDThU3YDDpxqwr8KGXcfPDkbsFq3D3SN74kejU9AvIVrBaomoszTYnVh/oNpzK6nGmaazM68kCRiRYsYtGQm4OSMBg5KMvHrbxRhy2oEhJ3w5XG4cq2mUw8yh6gYcOtWAw9WNaHa4LmivkoCb0hNw75gU3JKRwMvWRGHE5RYoKq/D+gPVWHugGvtP2nyOJ5kMuCk9AYOSYpBkikCS2YBkUwTMkVqGn07CkNMODDnBTQgBh0ugxelCc6sL1mYH6pocONPUCmvb17pmB+qaWuX765o8bU432OG8xN41WrWE3vFR6JcQLd8y0+JhMRm6+AyJKBCdtDZj/YFTWHegCpsO1Vz0P0YAYNCqPKHHZECSKQLJZoMcgixGA2IjdTBHarkS+lVgyGmHrg45Qgi43ALOtpvLJeB0u+F0C3hfBQHR1tb7/dmfPfs4l3uO876H57HdQsAtfxVwuz1/9h5zCQHR9r3nPx4SVBIgSRIkACpJgvc/JN4/qySp7XzccLgEnC7PuThcbjhdnq8Od9v9LgGH2w2H09PW8+e2Ni43Wtu+eu9rdblhd7rR4nChxeFCs8OFFocbza0u2NtCTYvTfU2b7EXp1OibEI1+3aM9X9tuveIieaWGiNqlxeHCliM1+PbgaZTVNuGktQUnrc043dDa7seI0KoRG6mFOVKH2CjPV3OEVg5BsZE6ROk10GtVMGjUMGhV0Ld9NWjV0Gs8Xw1aNdSq8LhyxJDTDp0Vcm597Rucqm/xhBlvkHGJS145oGsnSYCp7U3B87XtjSLy7BvFuW8c3WJ0sBgNvJRMRJ2ixeFCla0FFXWe0OMNPyfrWlBhbUG1rQV1zQ6/74auUUnQa1RQq6S2mwpqFaCWJKjVkudr2zGVJEGj9rTRqjx/1qpV0KgkaNQq6NQqaNQSNCoVtGpJ/nNHPTV5AGIM/l31vb2f35wO0glqG+0dSvGef2xnv/dcOwHO+wLpYm0uesyXfOWl7R+15wb5qyRJUKkgHxNtV30EPFd8AN+rPgKQ26gkSf7Hr1WpPL8gas8vyLm/NN5fHK3G84ujPed+nea879uO69r+pxLR9j8Uz02FCJ0aBo1a/mrQeX6GgYWIAoVBq0ZqfBRS46Mu2UYIAVuLE3VNrThzXlf7mSaHfH9dUyuaWl3ylW3PVW437E4X7A7PlW8vp1vA2Xrx7jOl/Pzmvn4POe3l95CzePFifPLJJzhw4AAiIiJw/fXX48UXX0R6errcpqWlBU899RQ+/PBD2O125OTk4K233kJiYqLcpqysDI8++ijWr1+P6OhozJw5E4sXL4ZGc7bkDRs24Mknn0RxcTFSUlLw61//Gj/5yU/8fUod9j8PZUJAQKPyJmJP+vV89QQATVuS1qgkfjgTEYUhSZJgitDCFKFFavzVP47LLdDq7d5vCz4uIeB2e4YiOF2eYQpOd9t93pvwHTrhOPer6+xwAmfbsAPv8fP/k30lkTrlrqf4/Zk3btyIuXPnYsyYMXA6nfjVr36FyZMnY9++fYiK8iTaJ554AqtXr8by5cthMpkwb9483HXXXdi0aRMAwOVyYerUqbBYLNi8eTNOnjyJBx98EFqtFs8//zwAoLS0FFOnTsUjjzyCZcuWYe3atfjZz36GpKQk5OTk+Pu0OiTdwpVuiYioa6hVEiJ0nqvb5KvTx+ScOnUKCQkJ2LhxIyZOnAir1Yru3bvj/fffxw9/+EMAwIEDBzBw4EDk5+dj3Lhx+OKLL/D9738fFRUV8tWdpUuXYsGCBTh16hR0Oh0WLFiA1atXY+/evfJzTZ8+HXV1dVizZk27auPsKiIiouDT3s/vTp9CYrV6FlGLi4sDABQWFsLhcCA7O1tuk5GRgV69eiE/Px8AkJ+fj6FDh/p0X+Xk5MBms6G4uFhuc+5jeNt4H4OIiIjCW6d2lLndbsyfPx833HADhgwZAgCorKyETqeD2Wz2aZuYmIjKykq5zbkBx3vce+xybWw2G5qbmxEREXFBPXa7HXb72WW6bTbbBW2IiIgoNHTqlZy5c+di7969+PDDDzvzadpt8eLFMJlM8i0lJUXpkoiIiKiTdFrImTdvHlatWoX169ejZ8+e8v0WiwWtra2oq6vzaV9VVQWLxSK3qaqquuC499jl2hiNxotexQGAhQsXwmq1yrfy8vJrOkciIiIKXH4POUIIzJs3DytWrMC6deuQlpbmc3zUqFHQarVYu3atfF9JSQnKysqQlZUFAMjKysKePXtQXV0tt8nNzYXRaMSgQYPkNuc+hreN9zEuRq/Xw2g0+tyIiIgoNPl9dtXPf/5zvP/++/j000991sYxmUzyFZZHH30Un3/+Od59910YjUY89thjAIDNmzcD8Ewhv+6665CcnIwlS5agsrISDzzwAH72s5/5TCEfMmQI5s6di4ceegjr1q3DL37xC6xevbrdU8g5u4qIiCj4KLatw6UWtvvnP/8pL9TnXQzwgw8+8FkM0NsVBQDHjh3Do48+ig0bNiAqKgozZ87ECy+8cMFigE888QT27duHnj174tlnn+3QYoAMOURERMGHe1e1A0MOERFR8AmYdXKIiIiIlMCQQ0RERCGJIYeIiIhCEkMOERERhSTl9j8PAN4x19zegYiIKHh4P7evNHcqrENOfX09AHB7ByIioiBUX18Pk8l0yeNhPYXc7XajoqICMTExl1zf52rYbDakpKSgvLw8pKem8zxDSzicZzicI8DzDDU8zwsJIVBfX4/k5GSoVJceeRPWV3JUKpXPvlr+Fi5bR/A8Q0s4nGc4nCPA8ww1PE9fl7uC48WBx0RERBSSGHKIiIgoJDHkdAK9Xo/f/OY30Ov1SpfSqXieoSUczjMczhHgeYYanufVC+uBx0RERBS6eCWHiIiIQhJDDhEREYUkhhwiIiIKSQw5REREFJIYcjrBm2++id69e8NgMCAzMxNbt25VuiS/eu655yBJks8tIyND6bKuWV5eHm6//XYkJydDkiSsXLnS57gQAosWLUJSUhIiIiKQnZ2NgwcPKlPsVbrSOf7kJz+54LWdMmWKMsVeg8WLF2PMmDGIiYlBQkICpk2bhpKSEp82LS0tmDt3LuLj4xEdHY27774bVVVVClXcce05x5tuuumC1/ORRx5RqOKr8/bbb2PYsGHyAnFZWVn44osv5OPB/jp6Xek8Q+G1vJgXXngBkiRh/vz58n3+fE0Zcvzso48+wpNPPonf/OY32LFjB4YPH46cnBxUV1crXZpfDR48GCdPnpRv3377rdIlXbPGxkYMHz4cb7755kWPL1myBK+//jqWLl2KgoICREVFIScnBy0tLV1c6dW70jkCwJQpU3xe2w8++KALK/SPjRs3Yu7cudiyZQtyc3PhcDgwefJkNDY2ym2eeOIJ/Oc//8Hy5cuxceNGVFRU4K677lKw6o5pzzkCwOzZs31ezyVLlihU8dXp2bMnXnjhBRQWFmL79u245ZZbcMcdd6C4uBhA8L+OXlc6TyD4X8vzbdu2DX/5y18wbNgwn/v9+poK8quxY8eKuXPnyt+7XC6RnJwsFi9erGBV/vWb3/xGDB8+XOkyOhUAsWLFCvl7t9stLBaLeOmll+T76urqhF6vFx988IECFV67889RCCFmzpwp7rjjDkXq6UzV1dUCgNi4caMQwvPaabVasXz5crnN/v37BQCRn5+vVJnX5PxzFEKIG2+8UTz++OPKFdVJYmNjxd/+9reQfB3P5T1PIULvtayvrxf9+/cXubm5Pufm79eUV3L8qLW1FYWFhcjOzpbvU6lUyM7ORn5+voKV+d/BgweRnJyMPn36YMaMGSgrK1O6pE5VWlqKyspKn9fWZDIhMzMz5F7bDRs2ICEhAenp6Xj00UdRU1OjdEnXzGq1AgDi4uIAAIWFhXA4HD6vZ0ZGBnr16hW0r+f55+i1bNkydOvWDUOGDMHChQvR1NSkRHl+4XK58OGHH6KxsRFZWVkh+ToCF56nVyi9lnPnzsXUqVN9XjvA/7+bYb1Bp7+dPn0aLpcLiYmJPvcnJibiwIEDClXlf5mZmXj33XeRnp6OkydP4re//S0mTJiAvXv3IiYmRunyOkVlZSUAXPS19R4LBVOmTMFdd92FtLQ0HD58GL/61a9w6623Ij8/H2q1Wunyrorb7cb8+fNxww03YMiQIQA8r6dOp4PZbPZpG6yv58XOEQDuv/9+pKamIjk5Gbt378aCBQtQUlKCTz75RMFqO27Pnj3IyspCS0sLoqOjsWLFCgwaNAhFRUUh9Tpe6jyB0HktAeDDDz/Ejh07sG3btguO+ft3kyGHOuzWW2+V/zxs2DBkZmYiNTUVH3/8MWbNmqVgZXStpk+fLv956NChGDZsGPr27YsNGzZg0qRJClZ29ebOnYu9e/eGxLixS7nUOc6ZM0f+89ChQ5GUlIRJkybh8OHD6Nu3b1eXedXS09NRVFQEq9WKf//735g5cyY2btyodFl+d6nzHDRoUMi8luXl5Xj88ceRm5sLg8HQ6c/H7io/6tatG9Rq9QWjwKuqqmCxWBSqqvOZzWYMGDAAhw4dUrqUTuN9/cLtte3Tpw+6desWtK/tvHnzsGrVKqxfvx49e/aU77dYLGhtbUVdXZ1P+2B8PS91jheTmZkJAEH3eup0OvTr1w+jRo3C4sWLMXz4cLz22msh9ToClz7PiwnW17KwsBDV1dUYOXIkNBoNNBoNNm7ciNdffx0ajQaJiYl+fU0ZcvxIp9Nh1KhRWLt2rXyf2+3G2rVrffpVQ01DQwMOHz6MpKQkpUvpNGlpabBYLD6vrc1mQ0FBQUi/tsePH0dNTU3QvbZCCMybNw8rVqzAunXrkJaW5nN81KhR0Gq1Pq9nSUkJysrKgub1vNI5XkxRUREABN3reT632w273R4Sr+PleM/zYoL1tZw0aRL27NmDoqIi+TZ69GjMmDFD/rNfX1P/jJMmrw8//FDo9Xrx7rvvin379ok5c+YIs9ksKisrlS7Nb5566imxYcMGUVpaKjZt2iSys7NFt27dRHV1tdKlXZP6+nqxc+dOsXPnTgFAvPLKK2Lnzp3i2LFjQgghXnjhBWE2m8Wnn34qdu/eLe644w6RlpYmmpubFa68/S53jvX19eK//uu/RH5+vigtLRVff/21GDlypOjfv79oaWlRuvQOefTRR4XJZBIbNmwQJ0+elG9NTU1ym0ceeUT06tVLrFu3Tmzfvl1kZWWJrKwsBavumCud46FDh8Tvfvc7sX37dlFaWio+/fRT0adPHzFx4kSFK++YZ555RmzcuFGUlpaK3bt3i2eeeUZIkiS++uorIUTwv45elzvPUHktL+X8mWP+fE0ZcjrBG2+8IXr16iV0Op0YO3as2LJli9Il+dW9994rkpKShE6nEz169BD33nuvOHTokNJlXbP169cLABfcZs6cKYTwTCN/9tlnRWJiotDr9WLSpEmipKRE2aI76HLn2NTUJCZPniy6d+8utFqtSE1NFbNnzw7KgH6xcwQg/vnPf8ptmpubxc9//nMRGxsrIiMjxZ133ilOnjypXNEddKVzLCsrExMnThRxcXFCr9eLfv36iaefflpYrVZlC++ghx56SKSmpgqdTie6d+8uJk2aJAccIYL/dfS63HmGymt5KeeHHH++ppIQQlzFFSciIiKigMYxOURERBSSGHKIiIgoJDHkEBERUUhiyCEiIqKQxJBDREREIYkhh4iIiEISQw4RERGFJIYcIiIiCkkMOURERBSSGHKIiIgoJDHkEBERUUhiyCEiIqKQ9P8BshLFl/4ZilsAAAAASUVORK5CYII=", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# and here again the same profile:\n", "fig, ax = subplots() \n", "ax.plot(cnv[1060+25,1030:1070])\n", "pass\n", "# the peak got broader (2x) but much smoother on the top: this is what we are interrested in." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "After convolution with a pattern of the same shape as the hole, the peak center is located with a sub-pixel resolution.\n", "The peak has a full size of 30 pixels in 1 dimension.\n", "\n", "All peak positions will be extracted using the pyFAI inverse watershed algorithm. \n", "Once all regions are segmented, the ones too small are sieved out and the remaining ones are classifies according to their peak intensity using an histogram. As intensity vary a lot, this histogram it is done on the log-scale of the intensity." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of points in the kernel: 97\n" ] } ], "source": [ "mini = (kernel>0).sum()\n", "print(\"Number of points in the kernel: %s\"%mini)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of region segmented: 79513\n", "Number of large enough regions : 8443\n" ] } ], "source": [ "try: #depends if the version of pyFAI you are using\n", " from pyFAI.watershed import InverseWatershed\n", "except:\n", " from pyFAI.ext.watershed import InverseWatershed\n", " #Version of pyFAI newer than feb 2016\n", "iw = InverseWatershed(cnv)\n", "iw.init()\n", "iw.merge_singleton()\n", "all_regions = set(iw.regions.values())\n", "regions = [i for i in all_regions if i.size>mini]\n", "\n", "print(\"Number of region segmented: %s\"%len(all_regions))\n", "print(\"Number of large enough regions : %s\"%len(regions))" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "s = [i.maxi for i in regions]\n", "\n", "fig, ax = subplots()\n", "ax.hist(numpy.log10(s), 20)\n", "pass\n", "#Look for the maximum value in each region to be able to segment accordingly" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are clearly 3 groups of very different intensity, well segregated:\n", "\n", "* around $10^{2.1}$ (~125), those are the peaks where no tapper brings light\n", "* around $10^{3.4}$ (~2500), those are segmented region in the background\n", "* above $10^{3.9}$ (~8000), those are actual peaks, we are looking for.\n", "\n", "We retain all peaks >$10^{3.5}$" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Number of remaining peaks: 438\n" ] } ], "source": [ "peaks = [(i.index//img.shape[-1], i.index%img.shape[-1]) for i in regions if (i.maxi)>10**3.5]\n", "print(\"Number of remaining peaks: %s\"%len(peaks))" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Raw peak coordinate:\n", "[(894, 550), (895, 451), (897, 352), (899, 253), (900, 156), (903, 60), (1561, 2026), (1563, 1932), (1939, 2018), (1568, 1743)]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fix, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_raw = numpy.array(peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (raw)\")\n", "print(\"Raw peak coordinate:\")\n", "print(peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Precise peak extraction is performed using a second order tailor expansion" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "try:\n", " from pyFAI.bilinear import Bilinear\n", "except:\n", " from pyFAI.ext.bilinear import Bilinear\n", "bl = Bilinear(cnv)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Refined peak coordinate:\n", "[(893.6918943226337, 549.7804785370827), (895.3296769559383, 450.63121116161346), (897.2035901993513, 351.86141273379326), (898.6811617016792, 253.5611372590065), (900.525970697403, 156.02434595301747), (902.6954441666603, 59.70516422390938), (1561.119141727686, 2025.7630419284105), (1563.4342018663883, 1932.339649349451), (1938.722899645567, 2018.2533508837223), (1567.744435876608, 1742.5557337403297)]\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "ref_peaks = [bl.local_maxi(p) for p in peaks]\n", "fig, ax = subplots()\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "peaks_ref = numpy.array(ref_peaks)\n", "ax.plot(peaks_raw[:,1], peaks_raw[:, 0], \"or\")\n", "ax.plot(peaks_ref[:,1],peaks_ref[:, 0], \"ob\")\n", "ax.set_xlim(0,2048)\n", "ax.set_ylim(0,2048)\n", "ax.set_title(\"Extracted peak position (red: raw, blue: refined)\")\n", "print(\"Refined peak coordinate:\")\n", "print(ref_peaks[:10])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, a visual inspection of the grid confirms all peaks have been properly segmented. If this is not the case, one can adapt:\n", "\n", "* the size of the kernel\n", "* the threshold coming out of the histogramming\n", "\n", "## Pair-wise distribution function\n", "\n", "We will now select the (4-) first neighbours for every single peak.\n", "For this we calculate the distance_matrix from any point to any other: " ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [], "source": [ "# Nota, pyFAI uses **C-coordinates** so they come out as (y,x) and not the usual (x,y). \n", "# This notation helps us to remind the order\n", "yx = numpy.array(ref_peaks)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "# pairwise distance calculation using scipy.spatial.distance_matrix\n", "from scipy.spatial import distance_matrix\n", "dist = distance_matrix(peaks_ref, peaks_ref)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's have a look at the pairwise distribution function for the first neighbors" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots()\n", "ax.hist(dist.ravel(), 200, range=(0,200))\n", "ax.set_title(\"Pair-wise distribution function\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This histogram provides us:\n", "\n", "* At 0, the 438 peaks with 0-distance to themselves.\n", "* between 85 and 105 the first neighbours\n", "* between 125 and 150 the second neighbours.\n", "* ... and so on.\n", "\n", "We now focus on the first neighbours which are all located between 70 and 110 pixels apart." ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "There are 359 control point with exactly 4 first neigbours\n" ] } ], "source": [ "#We define here a data-type for each peak (called center) with 4 neighbours (called north, east, south and west). \n", "point_type = numpy.dtype([('center_y', float), ('center_x', float),\n", " ('east_y', float), ('east_x', float),\n", " ('west_y', float), ('west_x', float),\n", " ('north_y', float), ('north_x', float),\n", " ('south_y', float), ('south_x', float)])\n", "\n", "neig = numpy.logical_and(dist>70.0, dist<110.0)\n", "valid = (neig.sum(axis=-1)==4).sum()\n", "print(\"There are %i control point with exactly 4 first neigbours\"%valid)\n", "# This initializes an empty structure to be populated\n", "point = numpy.zeros(valid, point_type)" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [], "source": [ "#Populate the structure: we use a loop as it loops only over 400 points \n", "h=-1\n", "for i, center in enumerate(peaks_ref):\n", " if neig[i].sum()!=4: continue\n", " h+=1\n", " point[h][\"center_y\"],point[h][\"center_x\"] = center\n", " for j in ((0,1),(0,-1),(1,0),(-1,0)):\n", " tmp = []\n", " for k in numpy.where(neig[i]):\n", " curr = yx[k]\n", " tmp.append(numpy.dot(curr-center,j))\n", " l = numpy.argmax(tmp)\n", " y, x = peaks_ref[numpy.where(neig[i])][l]\n", " if j==(0,1):point[h][\"east_y\"], point[h][\"east_x\"] = y, x\n", " elif j==(0,-1):point[h][\"west_y\"], point[h][\"west_x\"] = y, x\n", " elif j==(1,0): point[h][\"north_y\"],point[h][\"north_x\"] = y, x\n", " elif j==(-1,0):point[h][\"south_y\"],point[h][\"south_x\"] = y, x" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We will need to define an *origin* but taking it on the border of the image is looking for trouble as this is where distortions are likely to be the most important. The center of the detector is an option but we prefer to take the peak the nearest to the centroid of all other peaks." ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "The guessed center is at (734, 1181)\n", "The center is at (753.7035001516342, 1186.1879850327969)\n", "The X vector is is at (97.71973018262348, -0.7879771176533654)\n", "The Y vector is is at (1.382185794965657, 97.08269907579457)\n" ] } ], "source": [ "#Select the initial guess for the center:\n", "\n", "#Most intense peak:\n", "#m = max([i for i in regions], key=lambda i:i.maxi)\n", "#Cx, Cy = m.index%img.shape[-1],m.index//img.shape[-1]\n", "#Cx, Cy = point[\"center_x\"].mean(), point[\"center_y\"].mean() #Centroid of all points\n", "Cx, Cy = 734, 1181 #beam center\n", "#Cx, Cy = tuple(i//2 for i in cnv.shape) #detector center\n", "print(\"The guessed center is at (%s, %s)\"%(Cx, Cy))\n", "\n", "#Get the nearest point from centroid:\n", "d2 = ((point[\"center_x\"]-Cx)**2+(point[\"center_y\"]-Cy)**2)\n", "best = d2.argmin()\n", "Op = point[best]\n", "Ox, Oy = Op[\"center_x\"], Op[\"center_y\"]\n", "\n", "print(\"The center is at (%s, %s)\"%(Ox, Oy))\n", "#Calculate the average vector along the 4 main axes \n", "Xx = (point[:][\"east_x\"] - point[:][\"center_x\"]).mean()\n", "Xy = (point[:][\"east_y\"] - point[:][\"center_y\"]).mean()\n", "Yx = (point[:][\"north_x\"] - point[:][\"center_x\"]).mean()\n", "Yy = (point[:][\"north_y\"] - point[:][\"center_y\"]).mean()\n", "\n", "print(\"The X vector is is at (%s, %s)\"%(Xx, Xy))\n", "print(\"The Y vector is is at (%s, %s)\"%(Yx, Yy))" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "X has an angle of -0.4620027563549718 deg\n", "Y has an angle of 89.18432364179688 deg\n", "The XY angle is 89.64632639815186 deg\n" ] } ], "source": [ "from numpy import arctan2, rad2deg\n", "print(\"X has an angle of %s deg\"%rad2deg(arctan2(Xy, Xx)))\n", "print(\"Y has an angle of %s deg\"%rad2deg(arctan2(Yy, Yx)))\n", "print(\"The XY angle is %s deg\"%rad2deg(arctan2(Yy, Yx) - arctan2(Xy, Xx)))" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [], "source": [ "x = point[:][\"center_x\"] - Ox\n", "y = point[:][\"center_y\"] - Oy\n", "xy = numpy.vstack((x,y))\n", "R = numpy.array([[Xx,Yx],[Xy,Yy]])\n", "iR = numpy.linalg.inv(R)\n", "IJ = numpy.dot(iR,xy).T" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Xmin/max -6.073942128478845 12.06072105601781\n", "Ymin/max -11.08905457323414 7.040603636712159\n", "Maximum error versus integrer: 0.11721135467538701 * pitch size (5mm)\n" ] } ], "source": [ "Xmin = IJ[:,0].min()\n", "Xmax = IJ[:,0].max()\n", "Ymin = IJ[:,1].min()\n", "Ymax = IJ[:,1].max()\n", "print(\"Xmin/max\",Xmin, Xmax)\n", "print(\"Ymin/max\",Ymin,Ymax)\n", "print(\"Maximum error versus integrer: %s * pitch size (5mm)\"%(abs(IJ-IJ.round()).max()))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this point it is important to check the correct rounding to integers: The maximum error should definitely be better than 0.2*pitch ! If not, try to change the origin (Cx and Cy). This criteria will be used for the optimization later on." ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from math import ceil, floor\n", "fig, ax = subplots()\n", "ax.plot(IJ[:,0],IJ[:,1],\"or\")\n", "idx = numpy.round(IJ).astype(int)\n", "ax.plot(idx[:,0],IJ[:,1],\"og\")\n", "ax.set_xlim(floor(Xmin), ceil(Xmax))\n", "ax.set_ylim(floor(Ymin), ceil(Ymax))\n", "ax.set_title(\"Red: measured peaks, Green: Expected position\")\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Estimation of the pixel size:\n", "\n", "The pixel size is obtained from the pitch of the grid, in vectorial:\n", "\n", "$$pitch^2 = (Px \\cdot Xx)^2 + (Py \\cdot Xy)^2$$\n", "\n", "$$pitch^2 = (Px \\cdot Yx)^2 + (Py \\cdot Yy)^2$$" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Pixel size in average: x:51.165 micron, y: 51.497 microns\n" ] } ], "source": [ "from math import sqrt\n", "pitch = 5e-3 #mm distance between holes\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "At this stage, we have:\n", "\n", " * A list of control points placed on a regular grid with a sub-pixel precision\n", " * The center of the image, located on a control point\n", " * the average X and Y vector to go from one control point to another\n", "\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Optimization of the pixel position\n", "\n", "\n", "The optimization is obtained by minimizing the mis-placement of the control points on the regular grid. For a larger coverage we include now the peaks on the border with less than 4 neighbours." ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Total inital error 2.5995763607010702 [np.float64(753.7035001516342), np.float64(1186.1879850327969), np.float64(97.71973018262348), np.float64(1.382185794965657), np.float64(-0.7879771176533654), np.float64(97.08269907579457)]\n", "Maximum initial error versus integrer: 0.19983845643285036 * pitch size (5mm)\n", " message: Optimization terminated successfully.\n", " success: True\n", " status: 0\n", " fun: 2.123772842170122\n", " x: [ 7.530e+02 1.185e+03 9.811e+01 1.475e+00 -8.045e-01\n", " 9.732e+01]\n", " nit: 15\n", " jac: [-6.258e-07 2.086e-07 -4.470e-07 -4.172e-07 1.788e-07\n", " 5.364e-07]\n", " hess_inv: [[ 1.428e+01 4.972e-01 ... -1.687e-02 4.816e-02]\n", " [ 4.972e-01 1.439e+01 ... -8.709e-01 5.692e-01]\n", " ...\n", " [-1.687e-02 -8.709e-01 ... 2.971e-01 -3.797e-03]\n", " [ 4.816e-02 5.692e-01 ... -3.797e-03 2.952e-01]]\n", " nfev: 140\n", " njev: 20\n", "total Final error 2.123772842170122 [ 7.53021127e+02 1.18519692e+03 9.81143530e+01 1.47509419e+00\n", " -8.04478740e-01 9.73166898e+01]\n", "Maximum final error versus integrer: 0.2346450261476054 * pitch size (5mm)\n" ] } ], "source": [ "#Measured peaks (all!), needs to flip x<->y\n", "peaks_m = numpy.empty_like(peaks_ref)\n", "peaks_m[:,1] = peaks_ref[:,0]\n", "peaks_m[:,0] = peaks_ref[:,1]\n", "\n", "#parameter set for optimization:\n", "P0 = [Ox, Oy, Xx, Yx, Xy, Yy]\n", "\n", "P = numpy.array(P0)\n", "\n", "def to_hole(P, pixels):\n", " \"Translate pixel -> hole\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation matrix from pixel to holes:\n", " hole = numpy.dot(numpy.linalg.inv(R), (pixels - T).T).T\n", " return hole\n", "\n", "def to_pix(P, holes):\n", " \"Translate hole -> pixel\"\n", " T = numpy.atleast_2d(P[:2])\n", " R = P[2:].reshape((2,2))\n", " #Transformation from index points (holes) to pixel coordinates: \n", " pix = numpy.dot(R,holes.T).T + T\n", " return pix\n", "\n", "def error(P):\n", " \"Error function\"\n", " hole_float = to_hole(P, peaks_m)\n", " hole_int = hole_float.round()\n", " delta = hole_float-hole_int\n", " delta2 = (delta**2).sum()\n", " return delta2\n", "\n", "print(\"Total inital error \", error(P), P0)\n", "holes = to_hole(P, peaks_m)\n", "print(\"Maximum initial error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))\n", "from scipy.optimize import minimize\n", "res = minimize(error, P)\n", "print(res)\n", "print(\"total Final error \", error(res.x),res.x)\n", "holes = to_hole(res.x, peaks_m)\n", "print(\"Maximum final error versus integrer: %s * pitch size (5mm)\"%(abs(holes-holes.round()).max()))" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig,ax = subplots()\n", "peaks_c = to_pix(res.x,to_hole(res.x,peaks_m).round())\n", "ax.imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax.plot(peaks_m[:,0],peaks_m[:, 1], \"or\")\n", "ax.plot(peaks_c[:,0], peaks_c[:, 1], \"og\")\n", "ax.set_xlim(0, 2048)\n", "ax.set_ylim(0, 2048)\n", "ax.set_title(\"Peak position: measured (red) and expected (Green)\")\n", "pass" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Optimized pixel size in average: x:50.959 micron, y: 51.373 microns\n" ] } ], "source": [ "pitch = 5e-3 #mm distance between holes\n", "Ox, Oy, Xx, Yx, Xy, Yy = res.x\n", "Py = pitch*sqrt((Yx**2-Xx**2)/((Xy*Yx)**2-(Xx*Yy)**2))\n", "Px = sqrt((pitch**2-(Xy*Py)**2)/Xx**2)\n", "print(\"Optimized pixel size in average: x:%.3f micron, y: %.3f microns\"%(Px*1e6, Py*1e6))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Few comments:\n", "\n", "* The maximum error grow during optimization without explanations\n", "* The outer part of the detector is the most distorted\n", "\n", "## Interpolation of the fitted data\n", "\n", "### Multivariate data interpolation (griddata)\n", "\n", "\n", "Correction arrays are built slightly larger (+1) to be able to manipulate corners instead of centers of pixels\n", "As coordinates are needed as y,x (and not x,y) we use p instead of peaks_m" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from scipy.interpolate import griddata\n", "grid_x, grid_y = numpy.mgrid[0:img.shape[0]+1, 0:img.shape[1]+1]\n", "delta = peaks_c - peaks_m\n", "#we use peaks_res instead of peaks_m to be in y,x coordinates, not x,y\n", "delta_x = griddata(peaks_ref, delta[:,0], (grid_x, grid_y), method='cubic')\n", "delta_y = griddata(peaks_ref, delta[:,1], (grid_x, grid_y), method='cubic')\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "im0 = ax[0].imshow(delta_x,origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1=ax[1].imshow(delta_y, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass\n", "#Nota: the arrays are filled with \"NaN\" outside the convex Hull" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [], "source": [ "#From http://stackoverflow.com/questions/3662361/fill-in-missing-values-with-nearest-neighbour-in-python-numpy-masked-arrays\n", "def fill(data, invalid=None):\n", " \"\"\"\n", " Replace the value of invalid 'data' cells (indicated by 'invalid') \n", " by the value of the nearest valid data cell\n", "\n", " Input:\n", " data: numpy array of any dimension\n", " invalid: a binary array of same shape as 'data'. True cells set where data\n", " value should be replaced.\n", " If None (default), use: invalid = np.isnan(data)\n", "\n", " Output: \n", " Return a filled array. \n", " \"\"\"\n", "\n", " if invalid is None: \n", " invalid = numpy.isnan(data)\n", "\n", " ind = ndimage.distance_transform_edt(invalid, return_distances=False, return_indices=True)\n", " return data[tuple(ind)]" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1,2, figsize=(10,5))\n", "im0 = ax[0].imshow(fill(delta_x),origin=\"lower\", interpolation=\"nearest\")\n", "ax[0].set_title(r\"$\\delta$ x\")\n", "fig.colorbar(im0, ax=ax[0])\n", "\n", "im1 = ax[1].imshow(fill(delta_y), origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(r\"$\\delta$ y\")\n", "fig.colorbar(im1, ax=ax[1])\n", "pass" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "It is important to understand the extrapolation outside the convex hull has no justification, it is there just to prevent numerical bugs.\n", "\n", "## Saving the distortion correction arrays to a detector" ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [], "source": [ "from pyFAI.detectors import Detector\n", "detector = Detector(Py,Px)\n", "detector.max_shape = detector.shape = img.shape\n", "detector.set_dx(fill(delta_x))\n", "detector.set_dy(fill(delta_y))\n", "detector.mask = numpy.isnan(delta_x).astype(numpy.int8)[:img.shape[0], :img.shape[1]]\n", "detector.save(\"testdetector.h5\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Validation of the distortion correction" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "from pyFAI.distortion import Distortion\n", "dis = Distortion(detector)\n", "cor = dis.correct(img)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10,5))\n", "ax[0].imshow(img, interpolation=\"nearest\", origin=\"lower\")\n", "ax[0].set_title(\"Original\")\n", "\n", "ax[1].imshow(cor, origin=\"lower\", interpolation=\"nearest\")\n", "ax[1].set_title(\"Corrected\")\n", "\n", "# Save the corrected image\n", "fabio.edfimage.EdfImage(data=cor).save(\"corrected.edf\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Conclusion\n", "\n", "This procedure describes how to measure the detector distortion and how to create a detector description file directly usable in pyFAI. Only the region inside the convex hull of the grid data-points is valid and the region of the detector which is not calibrated has been masked out to prevent accidental use of it.\n", "\n", "The distortion corrected image can now be used to check how \"good\" the calibration actually is. This file can be injected in the third cell, and follow the same procedure (left as exercise). This gives a maximum mis-placement of 0.003, the average error is then of 0.0006 and correction-map exhibit a displacement of pixels in the range +/- 0.2 pixels which is acceptable and validates the whole procedure." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Execution time: 11.969 s\n" ] } ], "source": [ "print(f\"Execution time: {time.perf_counter()-start_time:.3f} s\")" ] } ], "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": "3.10.12" } }, "nbformat": 4, "nbformat_minor": 4 }