{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Tutorial 4b - PSF and MTF Calculation" ] }, { "cell_type": "markdown", "metadata": { "tags": [ "nbsphinx-toctree" ] }, "source": [ "### June 2024" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This tutorial shows how to calculate the point spread function (PSF) and modulation transfer function (MTF) of a lens." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:20:58.130037Z", "iopub.status.busy": "2026-03-24T10:20:58.129538Z", "iopub.status.idle": "2026-03-24T10:21:01.543112Z", "shell.execute_reply": "2026-03-24T10:21:01.542675Z" } }, "outputs": [], "source": [ "from optiland import mtf, psf\n", "from optiland.samples.objectives import CookeTriplet" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:01.545117Z", "iopub.status.busy": "2026-03-24T10:21:01.544775Z", "iopub.status.idle": "2026-03-24T10:21:01.682716Z", "shell.execute_reply": "2026-03-24T10:21:01.682362Z" } }, "outputs": [ { "data": { "text/plain": [ "(
, )" ] }, "execution_count": 2, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens = CookeTriplet()\n", "lens.draw()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We first compute the PSF using the FFT-based approach. We demonstrate various ways to generate and plot the PSF." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:01.684575Z", "iopub.status.busy": "2026-03-24T10:21:01.684241Z", "iopub.status.idle": "2026-03-24T10:21:08.229571Z", "shell.execute_reply": "2026-03-24T10:21:08.229114Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\kdani\\AppData\\Local\\Temp\\ipykernel_30580\\3512864652.py:2: UserWarning: The PSF view has a high oversampling factor (5.57). Results may be inaccurate.\n", " lens_psf.view(projection=\"3d\", num_points=256)\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens_psf = psf.FFTPSF(lens, field=(0, 0), wavelength=0.55)\n", "lens_psf.view(projection=\"3d\", num_points=256)" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:08.231438Z", "iopub.status.busy": "2026-03-24T10:21:08.231270Z", "iopub.status.idle": "2026-03-24T10:21:08.234145Z", "shell.execute_reply": "2026-03-24T10:21:08.233794Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Strehl Ratio: 0.306\n" ] } ], "source": [ "print(f\"Strehl Ratio: {lens_psf.strehl_ratio():.3f}\")" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:08.235772Z", "iopub.status.busy": "2026-03-24T10:21:08.235535Z", "iopub.status.idle": "2026-03-24T10:21:08.432647Z", "shell.execute_reply": "2026-03-24T10:21:08.432075Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\kdani\\AppData\\Local\\Temp\\ipykernel_30580\\3051880103.py:2: UserWarning: The PSF view has a high oversampling factor (4.65). Results may be inaccurate.\n", " lens_psf.view(num_points=512)\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens_psf = psf.FFTPSF(lens, field=(0, 0.7), wavelength=0.55)\n", "lens_psf.view(num_points=512)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:08.434549Z", "iopub.status.busy": "2026-03-24T10:21:08.434270Z", "iopub.status.idle": "2026-03-24T10:21:08.589495Z", "shell.execute_reply": "2026-03-24T10:21:08.589038Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "C:\\Users\\kdani\\AppData\\Local\\Temp\\ipykernel_30580\\48181633.py:2: UserWarning: The PSF view has a high oversampling factor (3.46). Results may be inaccurate.\n", " lens_psf.view(projection=\"2d\", num_points=256)\n" ] }, { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens_psf = psf.FFTPSF(lens, field=(0, 1.0), wavelength=0.55)\n", "lens_psf.view(projection=\"2d\", num_points=256)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also generate the PSF using direct Huygens-Fresnel integration. This is referred to as the \"Huygens PSF\"." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:08.591258Z", "iopub.status.busy": "2026-03-24T10:21:08.591076Z", "iopub.status.idle": "2026-03-24T10:21:11.803775Z", "shell.execute_reply": "2026-03-24T10:21:11.803283Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens_huygens_psf = psf.HuygensPSF(lens, field=(0, 1.0), wavelength=0.55)\n", "lens_huygens_psf.view(projection=\"2d\", num_points=256)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, we generate the geometric MTF, which uses only ray intersection locations on the image plane and ignores diffraction. The geometric MTF is a reasonable approximation when the lens is far from the diffraction limit.\n", "\n", "As is standard, the geometric MTF is scaled based on the diffraction-limited MTF curve. This assures that the geometric MTF cannot show performance better than the diffraction limit." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:11.805506Z", "iopub.status.busy": "2026-03-24T10:21:11.805334Z", "iopub.status.idle": "2026-03-24T10:21:12.019565Z", "shell.execute_reply": "2026-03-24T10:21:12.018923Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "geo_mtf = mtf.GeometricMTF(lens)\n", "geo_mtf.view()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Finally, we show the standard FFT-based MTF." ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "execution": { "iopub.execute_input": "2026-03-24T10:21:12.021118Z", "iopub.status.busy": "2026-03-24T10:21:12.020944Z", "iopub.status.idle": "2026-03-24T10:21:12.200073Z", "shell.execute_reply": "2026-03-24T10:21:12.199571Z" } }, "outputs": [ { "data": { "text/plain": [ "(
,\n", " )" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "lens_mtf = mtf.FFTMTF(lens)\n", "lens_mtf.view()" ] } ], "metadata": { "kernelspec": { "display_name": ".venv", "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": "3.13.2" } }, "nbformat": 4, "nbformat_minor": 2 }