{ "cells": [ { "cell_type": "markdown", "id": "d866343e-dc43-44e1-b61d-2ed1c7a82be0", "metadata": {}, "source": [ "# Radiance Field Reconstruction (NeRF-like)\n", "\n", "In this tutorial, we will learn how to implement a 3D scene reconstruction pipeline similar to the one presented in the following work: [ReLU Fields: The Little Non-linearity That Could][1]. This simple [NeRF][2]-like method reconstructs the radiance field of a scene without the use of any neural networks or sparse data structures. It models a scene as a purely emissive volume with a directionally varying emission. The volume density is modeled by interpolated 3D grid values that are passed through a fixed non-linearity (ReLU) to boost sharpness. The view-dependent appearance is represented using spherical harmonics (SH), with coefficients stored on a regular grid. For a given ray, the outgoing radiance is evaluated using ray marching. By differentiating through the ray marching routine, the density and SH coefficients can be fit to a set of reference images. \n", "\n", "This algorithm is simple and surprisingly powerful, and very easy to implement using the built-in functionality of Mitsuba and Dr.Jit.\n", "\n", "
dr.upsample()
][1] routine.\n",
"\n",
"[1]: https://drjit.readthedocs.io/en/latest/reference.html#drjit.upsample"
]
},
{
"cell_type": "code",
"execution_count": 10,
"id": "4af17b50-c809-472e-a55d-4b1589a5e84a",
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Stage 01, feature voxel grids resolution -> 16\n",
"Stage 02, feature voxel grids resolution -> 32\n",
"Stage 03, feature voxel grids resolution -> 64\n",
"Stage 04, feature voxel grids resolution -> 128\n",
" --> iteration 15: error=1.32512\n",
"Done\n"
]
}
],
"source": [
"losses = []\n",
"intermediate_images = []\n",
"\n",
"for stage in range(num_stages):\n",
" print(f\"Stage {stage+1:02d}, feature voxel grids resolution -> {opt['sigmat'].shape[0]}\")\n",
" \n",
" for it in range(num_iterations_per_stage):\n",
" total_loss = 0.0\n",
" images = []\n",
" for sensor_idx in range(sensor_count):\n",
" img = mi.render(scene, params, sensor=sensors[sensor_idx], spp=1, seed=it)\n",
" loss = dr.mean(dr.abs(img - ref_images[sensor_idx]), axis=None)\n",
" dr.backward(loss)\n",
" total_loss += loss\n",
" \n",
" # Store images at the end of every stage\n",
" if it == num_iterations_per_stage - 1:\n",
" dr.eval(img)\n",
" images.append(img)\n",
" \n",
" losses.append(total_loss.array[0])\n",
" opt.step()\n",
"\n",
" if not integrator.use_relu:\n",
" opt['sigmat'] = dr.maximum(opt['sigmat'], 0.0)\n",
" \n",
" params.update(opt)\n",
" print(f\" --> iteration {it+1:02d}: error={total_loss}\", end='\\r')\n",
"\n",
" intermediate_images.append(images)\n",
" \n",
" # Upsample the 3D textures at every stage\n",
" if stage < num_stages - 1: \n",
" new_res = 2 * opt['sigmat'].shape[0]\n",
" new_shape = [new_res, new_res, new_res]\n",
" opt['sigmat'] = dr.upsample(opt['sigmat'], new_shape)\n",
" opt['sh_coeffs'] = dr.upsample(opt['sh_coeffs'], new_shape)\n",
" params.update(opt)\n",
"\n",
"print('')\n",
"print('Done')"
]
},
{
"cell_type": "markdown",
"id": "12bc0be6-04a7-490f-bcc8-105e54f8097c",
"metadata": {},
"source": [
"## Results\n",
"\n",
"We render the final images at higher SPP and display the results at every stages as well as the reference images."
]
},
{
"cell_type": "code",
"execution_count": 11,
"id": "74c3bf2f-21f7-4635-8fce-261a70cd5062",
"metadata": {
"tags": []
},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"mi.python.ad.integrators.common.RBIntegrator
](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.ad.integrators.RBIntegrator)\n",
"- [mitsuba.TensorXf
](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.TensorXf)\n",
"- [mitsuba.Texture3f
](https://mitsuba.readthedocs.io/en/latest/src/api_reference.html#mitsuba.Texture3f)\n",
"- [dr.eval
](https://drjit.readthedocs.io/en/latest/reference.html#drjit.eval)\n",
"- [dr.upsample
](https://drjit.readthedocs.io/en/latest/reference.html#drjit.upsample)"
]
}
],
"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"
},
"vscode": {
"interpreter": {
"hash": "afd680236861e4ad68138f9ddf1f8bff806918beb77b7f0c16179efa24869fce"
}
}
},
"nbformat": 4,
"nbformat_minor": 5
}