{ "cells": [ { "cell_type": "markdown", "id": "ff73dffb", "metadata": {}, "source": [ "# Beamforming with a cartesian grid and a polar grid\n", "\n", "In this notebook, we will demonstrate how you can do beamforming with `zea` using a cartesian grid and a polar grid. We will use the `ScanConvert` to convert the polar data to cartesian data." ] }, { "cell_type": "markdown", "id": "0ef993a3", "metadata": {}, "source": [ "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/tue-bmd/zea/blob/main/docs/source/notebooks/pipeline/polar_grid.ipynb)\n", " \n", "[![View on GitHub](https://img.shields.io/badge/GitHub-View%20Source-blue?logo=github)](https://github.com/tue-bmd/zea/blob/main/docs/source/notebooks/pipeline/polar_grid.ipynb)" ] }, { "cell_type": "code", "execution_count": 1, "id": "bda59bc1", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "id": "866adf5b", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"\n", "os.environ[\"ZEA_DISABLE_CACHE\"] = \"1\"\n", "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"3\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "d04ebab3", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING: All log messages before absl::InitializeLog() is called are written to STDERR\n", "E0000 00:00:1752739728.747031 674733 cuda_dnn.cc:8579] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n", "E0000 00:00:1752739728.752641 674733 cuda_blas.cc:1407] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", "W0000 00:00:1752739728.767638 674733 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1752739728.767654 674733 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1752739728.767657 674733 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n", "W0000 00:00:1752739728.767658 674733 computation_placer.cc:177] computation placer already registered. Please check linkage and avoid linking the same target more than once.\n" ] } ], "source": [ "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", "import zea\n", "from zea import ops\n", "from zea.beamform.delays import compute_t0_delays_focused\n", "from zea.beamform.phantoms import fish\n", "from zea.probes import Probe\n", "from zea.scan import Scan\n", "from zea.visualize import pad_or_crop_extent, set_mpl_style\n", "\n", "zea.init_device(verbose=False)\n", "set_mpl_style()" ] }, { "cell_type": "markdown", "id": "23da309d", "metadata": {}, "source": [ "## Define `zea.Probe` and `zea.Scan`\n", "\n", "Let's initialize a linear ultrasound probe." ] }, { "cell_type": "code", "execution_count": 4, "id": "b44250f5", "metadata": {}, "outputs": [], "source": [ "n_el = 128\n", "aperture = 30e-3\n", "probe_geometry = np.stack(\n", " [\n", " np.linspace(-aperture / 2, aperture / 2, n_el),\n", " np.zeros(n_el),\n", " np.zeros(n_el),\n", " ],\n", " axis=1,\n", ")\n", "\n", "probe = Probe(\n", " probe_geometry=probe_geometry,\n", " center_frequency=2.5e6,\n", " sampling_frequency=10e6,\n", ")" ] }, { "cell_type": "markdown", "id": "6b00c985", "metadata": {}, "source": [ "We will use a focused scan for this example." ] }, { "cell_type": "code", "execution_count": 5, "id": "ea9ea615", "metadata": {}, "outputs": [], "source": [ "sound_speed = 1540.0\n", "n_tx = 8\n", "\n", "tx_apodizations = np.ones((n_tx, probe.n_el)) * np.hanning(probe.n_el)[None]\n", "angles = np.linspace(30, -30, n_tx) * np.pi / 180\n", "focus_distances = np.ones(n_tx) * 15e-3\n", "t0_delays = compute_t0_delays_focused(\n", " origins=np.zeros((n_tx, 3)),\n", " focus_distances=focus_distances,\n", " probe_geometry=probe.probe_geometry,\n", " polar_angles=angles,\n", " sound_speed=sound_speed,\n", ")\n", "\n", "scan = Scan(\n", " n_el=n_el,\n", " center_frequency=probe.center_frequency,\n", " sampling_frequency=probe.sampling_frequency,\n", " probe_geometry=probe.probe_geometry,\n", " t0_delays=t0_delays,\n", " tx_apodizations=tx_apodizations,\n", " focus_distances=focus_distances,\n", " polar_angles=angles,\n", " initial_times=np.ones(n_tx) * 1e-6,\n", " n_ax=1024,\n", " lens_sound_speed=1000,\n", " lens_thickness=1e-3,\n", " sound_speed=sound_speed,\n", " xlims=(-20e-3, 20e-3),\n", " zlims=(0, 35e-3),\n", " n_tx=n_tx,\n", " n_ch=1,\n", ")" ] }, { "cell_type": "markdown", "id": "1b15da7f", "metadata": {}, "source": [ "Finally we initialize a scatterer phantom." ] }, { "cell_type": "code", "execution_count": 6, "id": "009c6fd1", "metadata": {}, "outputs": [], "source": [ "# Initialize the fish phantom\n", "scat_positions = fish()\n", "n_scat = scat_positions.shape[0]\n", "simulation_parameters = dict(\n", " scatterer_positions=scat_positions.astype(np.float32),\n", " scatterer_magnitudes=np.ones(n_scat, dtype=np.float32),\n", ")" ] }, { "cell_type": "markdown", "id": "33b7b4cc", "metadata": {}, "source": [ "## Initialize the pipeline\n", "\n", "We initialize the default beamforming pipeline and prepend the simulator as the first operation.\n", "Finally, we normalize the beamformed data to [0, 255] range for visualization purposes." ] }, { "cell_type": "code", "execution_count": 7, "id": "0dde4c4f", "metadata": {}, "outputs": [], "source": [ "pipeline = ops.Pipeline.from_default()\n", "pipeline.prepend(ops.Simulate())\n", "pipeline.append(ops.Normalize(input_range=ops.DEFAULT_DYNAMIC_RANGE, output_range=(0, 255)))" ] }, { "cell_type": "markdown", "id": "457d383e", "metadata": {}, "source": [ "## Beamforming with a cartesian grid" ] }, { "cell_type": "code", "execution_count": 8, "id": "a952f37a", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Caching is globally disabled for compute_pfield.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Computing pressure field for all transmits\n", "\u001b[1m8/8\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m8s\u001b[0m 248ms/transmits\n" ] } ], "source": [ "# Prepare parameters for the pipeline\n", "scan.grid_type = \"cartesian\" # cartesian grid is the default\n", "parameters = pipeline.prepare_parameters(probe, scan)\n", "\n", "# Run the pipeline\n", "image_cart = pipeline(**parameters, **simulation_parameters)[\"data\"][0]\n", "\n", "# Define the extent for the cartesian grid\n", "extent_cart = [*scan.xlims, *scan.zlims]" ] }, { "cell_type": "markdown", "id": "a90ba7ae", "metadata": {}, "source": [ "## Beamforming with a polar grid\n", "\n", "We add the scan convert operation to the pipeline because we will now use a polar grid." ] }, { "cell_type": "code", "execution_count": 9, "id": "165584fa", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m GPU support for order > 1 is not available. Disabling jit for ScanConvert.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Caching is globally disabled for compute_pfield.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Computing pressure field for all transmits\n", "\u001b[1m8/8\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m0s\u001b[0m 30ms/transmits\n" ] } ], "source": [ "# Append ScanConvert to the pipeline\n", "pipeline_sc = pipeline.copy()\n", "pipeline_sc.append(ops.ScanConvert(order=3))\n", "pipeline_sc.append(ops.Clip(0, 255))\n", "\n", "# Prepare parameters for the pipeline\n", "scan.grid_type = \"polar\" # update grid type to polar\n", "parameters = pipeline_sc.prepare_parameters(probe, scan)\n", "\n", "image_polar = pipeline_sc(**parameters, **simulation_parameters)[\"data\"][0]\n", "\n", "# Define the extent for the polar grid\n", "radius = scan.zlims[1]\n", "xlims = (\n", " radius * np.cos(-np.pi / 2 + scan.theta_range[0]),\n", " radius * np.cos(-np.pi / 2 + scan.theta_range[1]),\n", ")\n", "extent_polar = [*xlims, *scan.zlims]" ] }, { "cell_type": "markdown", "id": "f2c2dd36", "metadata": {}, "source": [ "## Visualize the beamformed data\n", "\n", "Let's put the images side by side to compare the beamformed data on a\n", "cartesian grid and a polar grid." ] }, { "cell_type": "code", "execution_count": 10, "id": "11fea932", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Make sure the polar image has the same extent as the cartesian image\n", "image_polar_corrected = pad_or_crop_extent(image_polar, extent_polar, extent_cart)\n", "\n", "fig, axs = plt.subplots(1, 2, figsize=(12, 6))\n", "\n", "axs[0].imshow(image_cart, cmap=\"gray\", extent=extent_cart, vmin=0, vmax=255)\n", "axs[0].set_xlabel(\"X (mm)\")\n", "axs[0].set_ylabel(\"Z (mm)\")\n", "axs[0].set_title(\"Cartesian\")\n", "axs[0].locator_params(nbins=4)\n", "\n", "axs[1].imshow(image_polar_corrected, cmap=\"gray\", extent=extent_cart, vmin=0, vmax=255)\n", "axs[1].set_title(\"Polar\")\n", "axs[1].set_xlabel(\"X (mm)\")\n", "axs[1].set_ylabel(\"Z (mm)\")\n", "axs[1].locator_params(nbins=4)" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "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": "3.12.11" } }, "nbformat": 4, "nbformat_minor": 5 }