{ "cells": [ { "cell_type": "markdown", "id": "56c5fd07-528b-4054-92a3-ce2115371d29", "metadata": {}, "source": [ "# Parallax effect\n", "\n", "This tutorial demonstrates the parallax effect observed at large incidence angles with low-Z sensor materials.\n", "\n", "It uses one of the reference images available in the pyFAI test suite: a diffraction frame of corundum taken at ID13 with an Eiger detector and a beam of energy 13.45 keV.\n", "\n", "## Initialization" ] }, { "cell_type": "code", "execution_count": 1, "id": "cf86e701-aedf-48a4-aee8-f05e5f8550cd", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using pyFAI version 2026.1.0-dev0\n" ] } ], "source": [ "%matplotlib inline\n", "import time\n", "import copy\n", "from matplotlib.pyplot import subplots\n", "from scipy.sparse import csc_array\n", "import fabio\n", "import pyFAI\n", "from pyFAI.gui import jupyter\n", "from pyFAI.test.utilstest import UtilsTest\n", "from pyFAI.calibrant import get_calibrant\n", "import pyFAI.ext.parallax_raytracing\n", "\n", "kwargs = {\n", " \"npt\": 2000, # this is a lot of oversampling ... do not use with actual images.\n", " \"method\": (\n", " \"no\",\n", " \"histogram\",\n", " \"cython\",\n", " ), # without pixel splitting, results are correct despite ugly images.\n", " \"unit\": \"2th_deg\",\n", " \"radial_range\": (10, 40),\n", " \"dummy\": 4e9,\n", " \"delta_dummy\": 1e9,\n", "}\n", "\n", "print(f\"Using pyFAI version {pyFAI.version}\")\n", "start_time = time.perf_counter()" ] }, { "cell_type": "markdown", "id": "5b9fbbc1-3a4e-47cf-b8cb-1079f0c1993c", "metadata": {}, "source": [ "## Display the image and the powder diffraction pattern" ] }, { "cell_type": "code", "execution_count": 2, "id": "68f697f3-82e2-4deb-86d4-c2ac9db16f06", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Detector Eiger 4M\t PixelSize= 75µm, 75µm\t BottomRight (3)\n", "Wavelength= 0.921816 Å\n", "SampleDetDist= 1.625582e-01 m\tPONI= 9.632499e-02, 8.636842e-02 m\trot1=0.004596 rot2=0.000846 rot3=-0.000000 rad\n", "DirectBeamDist= 162.560 mm\tCenter: x=1141.617, y=1286.167 pix\tTilt= 0.268° tiltPlanRotation= 169.572° λ= 0.922Å" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ai = pyFAI.load(UtilsTest.getimage(\"Eiger4M.poni\"))\n", "ai0 = copy.deepcopy(ai) # this integrator does not know about parallax effect !\n", "ai0" ] }, { "cell_type": "code", "execution_count": 3, "id": "3dd44315-6088-49f2-a309-8841a639cd23", "metadata": {}, "outputs": [], "source": [ "alumine = get_calibrant(\"alpha_Al2O3\")\n", "alumine.wavelength = ai.wavelength" ] }, { "cell_type": "code", "execution_count": 4, "id": "f5d37ad4-efe2-4404-8395-399e660f0599", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "Detector Eiger 4M\t PixelSize= 75µm, 75µm\t BottomRight (3)\t Thin sensor with µ=4108.472 1/m, thickness=0.00045m and efficiency=0.843\n", "Wavelength= 0.921816 Å\tParallax: µ= 41.085 cm⁻¹\n", "SampleDetDist= 1.625582e-01 m\tPONI= 9.632499e-02, 8.636842e-02 m\trot1=0.004596 rot2=0.000846 rot3=-0.000000 rad\n", "DirectBeamDist= 162.560 mm\tCenter: x=1141.617, y=1286.167 pix\tTilt= 0.268° tiltPlanRotation= 169.572° λ= 0.922Å" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Define sensor info to enable parallax:\n", "ai.enable_parallax(True, sensor_material=\"Si\", sensor_thickness=450e-6)\n", "ai.detector.sensor = ai.parallax.sensor\n", "ai" ] }, { "cell_type": "code", "execution_count": 5, "id": "7b6b90f9-d666-45ff-8cc7-23b4e3a08f4d", "metadata": {}, "outputs": [ { "data": { "text/plain": [ "13.450000402192138" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "ai.energy" ] }, { "cell_type": "code", "execution_count": 6, "id": "42884eff-5a12-4cb5-955e-7f1513c2bab2", "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", "img_ref = fabio.open(UtilsTest.getimage(\"Eiger4M.edf\")).data\n", "jupyter.display(img_ref, ax=ax[0])\n", "jupyter.plot1d(ai0.integrate1d(img_ref, **kwargs), ax=ax[1], calibrant=alumine);" ] }, { "cell_type": "code", "execution_count": 7, "id": "c61b4ab6-8768-4454-bb74-252bfc090058", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# prepare a synthetic dataset almost equivalent\n", "\n", "ref_xrpd = alumine.fake_xrpdp(\n", " 3000,\n", " (10, 40),\n", " resolution=1e-2, # very fine resolution, finer than the pixel size\n", " unit=\"2th_deg\",\n", " Imax=3e3,\n", ")\n", "img_ref = ai0.calcfrom1d(ref_xrpd.radial, ref_xrpd.intensity, mask=ai.detector.mask)\n", "reintegrated = ai0.integrate1d(img_ref, **kwargs)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.display(img_ref, ax=ax[0])\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine, label=\"Theory\")\n", "ax[1].plot(*reintegrated, label=\"Integrated\")\n", "ax[1].set_xlim(10, 40)\n", "ax[1].legend();" ] }, { "cell_type": "markdown", "id": "3849522c-c22b-4435-a2d3-96dfe5cca338", "metadata": {}, "source": [ "## Calculate the bluring operator as a sparse matrix" ] }, { "cell_type": "code", "execution_count": 8, "id": "cd37348f-5fdb-4a75-97bf-8804fe61548b", "metadata": {}, "outputs": [], "source": [ "rt = pyFAI.ext.parallax_raytracing.Raytracing(ai, buffer_size=32)" ] }, { "cell_type": "code", "execution_count": 9, "id": "0b27846f-c084-45f6-b287-f87263382c17", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPU times: user 8min 51s, sys: 535 ms, total: 8min 51s\n", "Wall time: 11.3 s\n" ] } ], "source": [ "%%time \n", "sparse = csc_array(\n", " rt.calc_csr(32), # throw 32x32=1024 rays per pixel ... can take a while\n", " shape=(img_ref.size, img_ref.size),\n", ")" ] }, { "cell_type": "markdown", "id": "02669cc5-2b0b-4105-87eb-8294bb58fd16", "metadata": {}, "source": [ "Apply parallax bluring on the image as sparse matrix multiplication:" ] }, { "cell_type": "code", "execution_count": 10, "id": "4db2452c-25bb-446f-be81-8b6224f275fa", "metadata": {}, "outputs": [], "source": [ "img_par = sparse.dot(img_ref.ravel()).reshape(img_ref.shape)" ] }, { "cell_type": "code", "execution_count": 11, "id": "134cd865-32bc-4dfe-8dc2-cafe7036fae8", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "res0 = ai0.integrate1d(img_ref, **kwargs)\n", "res1 = ai0.integrate1d(img_par, **kwargs)\n", "\n", "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.plot1d(ref_xrpd, label=\"Theory\", ax=ax[0], calibrant=alumine)\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine)\n", "ax[0].plot(*res0, label=\"Integrated\")\n", "ax[1].plot(*res0, label=\"Integrated\")\n", "ax[0].plot(*res1, label=\"Parallax effect\")\n", "ax[1].plot(*res1, label=\"Parallax effect\")\n", "ax[0].set_xlim(10, 40)\n", "ax[1].set_xlim(33, 34)\n", "ax[1].set_title(\"Zoom\")\n", "ax[0].legend();" ] }, { "cell_type": "markdown", "id": "e960d48c-007e-4a01-8159-a17f71522aa1", "metadata": {}, "source": [ "## Correction of the parallax effect within the integrator" ] }, { "cell_type": "code", "execution_count": 12, "id": "3cad65b6-c468-4434-92e1-a3188e204af6", "metadata": {}, "outputs": [], "source": [ "# Use the sensor material aware azimuthal integrator:\n", "res2 = ai.integrate1d(img_par, **kwargs)" ] }, { "cell_type": "code", "execution_count": 13, "id": "031d4c4e-1aff-43d0-a987-b5b5ba20e9fb", "metadata": {}, "outputs": [ { "data": { "image/png": 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", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = subplots(1, 2, figsize=(10, 5))\n", "jupyter.plot1d(ref_xrpd, label=\"Theory\", ax=ax[0], calibrant=alumine)\n", "jupyter.plot1d(ref_xrpd, ax=ax[1], calibrant=alumine)\n", "ax[0].plot(*res0, label=\"Integrated\")\n", "ax[1].plot(*res0, label=\"Integrated\")\n", "ax[0].plot(*res1, label=\"Parallax effect\")\n", "ax[1].plot(*res1, label=\"Parallax effect\")\n", "\n", "ax[0].plot(*res2, label=\"Parallax corrected\")\n", "ax[1].plot(*res2, label=\"Parallax corrected\")\n", "\n", "ax[0].set_xlim(10, 40)\n", "ax[1].set_xlim(33.3, 33.6)\n", "\n", "ax[1].set_title(\"Zoom\")\n", "ax[0].legend();" ] }, { "cell_type": "markdown", "id": "eee59d38-d8fd-4cf5-800d-b9111b4bf83e", "metadata": {}, "source": [ "As shown, when the parallax correction is activated in the geometry/azimuthal integrator, the peak position (maximum) is shifted to the correct value. However, this correction does not deconvolve the peak shape (it does not remove the broadening introduced by parallax).\n", "\n", "## Conclusion\n", "PyFAI provides tools to simulate the parallax effect using raytracing.\n", "The sparse matrix obtained can be used to blur a diffraction image and later to deconvolve it using iterative methods like MLEM.\n", "It is also able to take volumetric absorption effects into account to correct the peak position." ] }, { "cell_type": "code", "execution_count": 14, "id": "a73df25c-8776-4f39-b015-eb25bdbcfc08", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Runtime: 16.994s\n" ] } ], "source": [ "print(f\"Runtime: {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": "3.13.1" } }, "nbformat": 4, "nbformat_minor": 5 }