{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Polarized rendering" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Overview\n", "\n", "In spirit, this example is similar to [Mitsuba quickstart][1] but we'll highlight a few things to keep in mind regarding polarization-aware rendering in Mitsuba 3. 🕶\n", "\n", "\n", "
\n", "\n", "🚀 **You will learn how to:**\n", " \n", "\n", " \n", "
\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/quickstart/mitsuba_quickstart.html" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Polarized variants\n", "\n", "We first import the necessary packages:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:29:39.681001Z", "start_time": "2021-09-17T08:29:39.676854Z" }, "nbsphinx": "hidden" }, "outputs": [], "source": [ "import drjit as dr\n", "import mitsuba as mi" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2021-06-08T12:42:20.661968Z", "start_time": "2021-06-08T12:42:20.574839Z" } }, "source": [ "Many of the variants in Mitsuba can additionally be configured to use polarization-aware rendering. For this simple example we stick to the scalar version based on a spectral color representation which is a good default choice.\n", "\n", "Please see the [documentation][1] for details concerning other variants.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/key_topics/variants.html" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:29:40.286469Z", "start_time": "2021-09-17T08:29:40.266321Z" } }, "outputs": [], "source": [ "mi.set_variant('scalar_spectral_polarized')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading a scene\n", "\n", "Here we load a variation of the famous Cornell box scene that includes a few glass and metal spheres. These types of materials polarize light that interacts with them and thus makes for a more interesting test scene." ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:29:40.954428Z", "start_time": "2021-09-17T08:29:40.906927Z" } }, "outputs": [], "source": [ "scene = mi.load_file('../scenes/cbox_pol.xml')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "There are a few noteworthy parts of the `.xml` scene description:\n", "\n", "**1**. The path tracer integrator is wrapped inside the [stokes][1] integrator which means the renderer will output a multichannel image that includes the complete polarization state of the light arriving at the camera, encoded as a Stokes vector.\n", "\n", "```\n", "\n", " \n", "\n", "```\n", "\n", "**2**. The interpretation of Stokes vectors makes most sense when rendering at a specific wavelength of light. The material descriptions are therefore specified to use constant spectra, ultimately resulting in a monochromatic output image.

For instance, the reflectance of the diffuse surfaces:\n", "```\n", "\n", " \n", "\n", "```\n", "or the complex refractive index of the metal, in this case representing a gold material at 600nm:\n", "```\n", "\n", " \n", " \n", "\n", "```\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_integrators.html#stokes-vector-integrator-stokes" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Rendering\n", "\n", "We're now ready to render the image. In this example, we use many samples as the scene contains many specular interactions that are challenging for a\n", "path tracing algorithm to render." ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:30:21.927238Z", "start_time": "2021-09-17T08:29:42.730619Z" } }, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9aa0ba5996c94a4f9a612f8b456820d9", "version_major": 2, "version_minor": 0 }, "text/plain": [ "VBox(children=(HTML(value=''), FloatProgress(value=0.0, bar_style='info', layout=Layout(width='100%'), max=1.0…" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "TensorXf(shape=(256, 256, 15))" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "image = mi.render(scene, spp=512)\n", "image" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "As stated above, the [stokes][1] integrator outputs many extra channels including the complete polarization state of the light arriving at the camera. This is the reason why the rendered tensorial image contains so many channels. In the following, we construct a [Bitmap][2] object with the proper channel names in order to write it to a EXR file on disk.\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_integrators.html#stokes-vector-integrator-stokes\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#bitmap" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:31:20.930718Z", "start_time": "2021-09-17T08:31:20.908971Z" } }, "outputs": [ { "data": { "text/plain": [ "Bitmap[\n", " pixel_format = multichannel,\n", " component_format = float32,\n", " size = [256, 256],\n", " srgb_gamma = 0,\n", " struct = Struct<60>[\n", " float32 R; // @0, premultiplied alpha\n", " float32 G; // @4, premultiplied alpha\n", " float32 B; // @8, premultiplied alpha\n", " float32 S0.R; // @12, premultiplied alpha\n", " float32 S0.G; // @16, premultiplied alpha\n", " float32 S0.B; // @20, premultiplied alpha\n", " float32 S1.R; // @24, premultiplied alpha\n", " float32 S1.G; // @28, premultiplied alpha\n", " float32 S1.B; // @32, premultiplied alpha\n", " float32 S2.R; // @36, premultiplied alpha\n", " float32 S2.G; // @40, premultiplied alpha\n", " float32 S2.B; // @44, premultiplied alpha\n", " float32 S3.R; // @48, premultiplied alpha\n", " float32 S3.G; // @52, premultiplied alpha\n", " float32 S3.B; // @56, premultiplied alpha\n", " ],\n", " data = [ 3.75 MiB of image data ]\n", "]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "bitmap = mi.Bitmap(image, channel_names=['R', 'G', 'B'] + scene.integrator().aov_names())\n", "bitmap.write('cbox_pol_output.exr')\n", "bitmap" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2021-06-09T09:43:33.169757Z", "start_time": "2021-06-09T09:43:33.168029Z" } }, "source": [ "Note that we could have produced the exact same file by running Mitsuba directly from the command line:\n", "```\n", "mitsuba cbox_pol.xml -m \"scalar_spectral_polarized\" -o \"cbox_pol_output.exr\"\n", "```\n", "\n", "This particular Bitmap has 15 (!) channels with the following meanings:\n", "\n", "* (**0-3**): The normal color (RGB) (optional alpha (A) channel if requested).\n", "* (**4-6**): Stokes vector component \"0\", encoding the intensity of the image, i.e. copy of channels 0-2.\n", "* (**7-9**): Stokes vector component \"1\", encoding horizontal vs. vertical linear polarization as an RGB image.\n", "* (**10-12**): Stokes vector component \"2\", encoding diagonal linear polarization as an RGB image.\n", "* (**13-15**): Stokes vector component \"3\", encoding right vs. left circular polarization as an RGB image.\n", "\n", "Note that the R, G, and B channels will always be copies of each other in this example as we chose uniform spectra for all materials." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Visualization\n", "\n", "A suitable image viewer, such as [TEV][1], can be used to inspect the written .exr file. To read the file in again using the Mitsuba Python bindings, we can split the multichannel bitmap image into a list of 3-channel `Bitmap`s using the [split()][2] method.\n", "\n", "[1]: https://github.com/Tom94/tev\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.Bitmap.split" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:35:59.935173Z", "start_time": "2021-09-17T08:35:59.924589Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "dict_keys(['', 'S0', 'S1', 'S2', 'S3'])\n" ] } ], "source": [ "channels = dict(bitmap.split())\n", "print(channels.keys())" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2021-06-09T11:25:51.913009Z", "start_time": "2021-06-09T11:25:51.908255Z" } }, "source": [ "We will now visualize the outputs using `matplotlib`.\n", "\n", "For the intensity channel, we choose a monchromatic colormap (`gray`) and apply a gamma correction before displaying. Note that the `matplotlib` warning below is to be expected as we are visualizing an HDR image with values over `1.0`." ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "nbsphinx-thumbnail": {}, "tags": [] }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "Clipping input data to the valid range for imshow with RGB data ([0..1] for floats or [0..255] for integers).\n" ] }, { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "import matplotlib.pyplot as plt\n", "\n", "plt.figure(figsize=(5, 5))\n", "plt.imshow(channels['S0'].convert(srgb_gamma=True), cmap='gray')\n", "plt.colorbar()\n", "plt.xticks([]); plt.yticks([])\n", "plt.xlabel(\"S0: Intensity\", size=14, weight='bold')\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For the three Stokes vector components that encode the polarization state, we use a divergent colormap (`coolwarm`) as there are both positive and negative values to be displayed." ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "ExecuteTime": { "end_time": "2021-09-17T08:36:08.237725Z", "start_time": "2021-09-17T08:36:08.020820Z" } }, "outputs": [ { "data": { "image/png": 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" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "def plot_stokes_component(ax, image):\n", " # Convert the image into a TensorXf for manipulation \n", " data = mi.TensorXf(image)[:, :, 0]\n", " plot_minmax = 0.05 * max(dr.max(data), dr.max(-data)) # Arbitrary scale for colormap\n", " img = ax.imshow(data, cmap='coolwarm', vmin=-plot_minmax, vmax=+plot_minmax)\n", " ax.set_xticks([]); ax.set_yticks([])\n", " return img\n", " \n", " \n", "fig, ax = plt.subplots(ncols=3, figsize=(18, 5))\n", "img = plot_stokes_component(ax[0], channels['S1'])\n", "plt.colorbar(img, ax=ax[0])\n", "img = plot_stokes_component(ax[1], channels['S2'])\n", "plt.colorbar(img, ax=ax[1])\n", "img = plot_stokes_component(ax[2], channels['S3'])\n", "plt.colorbar(img, ax=ax[2])\n", "\n", "ax[0].set_xlabel(\"S1: Horizontal vs. vertical\", size=14, weight='bold')\n", "ax[1].set_xlabel(\"S2: Diagonal\", size=14, weight='bold')\n", "ax[2].set_xlabel(\"S3: Circular\", size=14, weight='bold')\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Standard visualizations for polarization\n", "\n", "Mitsuba 3 additionally ships with a command line tool that implements the paper [\"A Standardised Polarisation Visualisation for Images\" by Wilkie and Weidlich][1]. This can be used to produce many more interesting false-color visualizations in this style automatically from these multi-channel Stokes vector images.\n", "\n", "The tool can be run with:\n", "```\n", "python3 -m mitsuba.polvis\n", "```\n", "Please see the corresponding help text and the paper for more details.\n", "\n", "[1]: https://cgg.mff.cuni.cz/~wilkie/Website/Home_files/polvis_sccg_2010.pdf" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "---" ] }, { "cell_type": "markdown", "metadata": { "ExecuteTime": { "end_time": "2021-06-09T11:42:11.037602Z", "start_time": "2021-06-09T11:42:11.032705Z" } }, "source": [ "You now know the basics of how to render images in Mitsuba 3 that include additional polarization information. 🕶" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## See also\n", "\n", "- [Polarization][1]\n", "- [Stokes integrator][2]\n", "\n", "[1]: https://mitsuba.readthedocs.io/en/latest/src/key_topics/polarization.html\n", "[2]: https://mitsuba.readthedocs.io/en/latest/src/generated/plugins_integrators.html#stokes-vector-integrator-stokes" ] } ], "metadata": { "file_extension": ".py", "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": "3.9.12" }, "metadata": { "interpreter": { "hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6" } }, "mimetype": "text/x-python", "name": "python", "npconvert_exporter": "python", "pygments_lexer": "ipython3", "version": 3 }, "nbformat": 4, "nbformat_minor": 4 }