{ "cells": [ { "cell_type": "markdown", "id": "2ec1b130", "metadata": {}, "source": [ "# Nuclear diffusion models for ultrasound dehazing\n", "\n", "This notebook demonstrates [**Nuclear Diffusion**](https://tue-bmd.github.io/nuclear-diffusion/), a hybrid framework that combines diffusion posterior sampling with low-rank temporal modeling for video restoration. The method addresses a key limitation of traditional Robust Principal Component Analysis (RPCA): while RPCA assumes sparse foreground signals, real-world videos often contain rich, structured dynamics that violate this assumption.\n", "\n", "While the method [Dehazing Ultrasound using Diffusion Models](https://dehazing-diffusion.github.io/) applies diffusion-based priors on radio-frequency (RF) ultrasound data, Nuclear Diffusion operates directly on B-mode video frames, making it more accessible for clinical applications without requiring access to raw RF data." ] }, { "cell_type": "markdown", "id": "aad06e25", "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/models/nuclear_dehazing_example.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/models/nuclear_dehazing_example.ipynb)\n", " \n", "[![Hugging Face model](https://img.shields.io/badge/Hugging%20Face-Model-yellow?logo=huggingface)](https://huggingface.co/tristan-deep/semantic-diffusion-echo-dehazing)\n", " \n", "[![arXiv](https://img.shields.io/badge/arXiv-2509.20886-b31b1b.svg)](https://arxiv.org/abs/2509.20886)\n", " \n", "[![GitHub Page](https://img.shields.io/badge/GitHub-Page-blue?logo=github)](https://tue-bmd.github.io/nuclear-diffusion/)" ] }, { "cell_type": "markdown", "id": "f377c769", "metadata": {}, "source": [ "‼️ **Important:** This notebook is optimized for **GPU/TPU**. Code execution on a **CPU** may be very slow.\n", "\n", "If you are running in Colab, please enable a hardware accelerator via:\n", "\n", "**Runtime → Change runtime type → Hardware accelerator → GPU/TPU** 🚀." ] }, { "cell_type": "markdown", "id": "2c4abf14", "metadata": {}, "source": [ "## Method overview\n", "\n", "Nuclear Diffusion replaces the sparsity prior in RPCA with a learned diffusion prior while maintaining a nuclear norm penalty on the background component. Given video observations $\\mathbf{Y} \\in \\mathbb{R}^{n \\times p}$, the method jointly samples:\n", "\n", "$$\\mathbf{X}, \\mathbf{L} \\sim p_\\theta(\\mathbf{X}, \\mathbf{L} \\mid \\mathbf{Y})$$\n", "\n", "where $\\mathbf{X}$ is the dynamic foreground (tissue) and $\\mathbf{L}$ is the low-rank background (haze). The posterior factorizes as:\n", "\n", "$$p(\\mathbf{Y}, \\mathbf{L}, \\mathbf{X}) = p(\\mathbf{Y} \\mid \\mathbf{L}, \\mathbf{X}) \\, p(\\mathbf{L}) \\, p_\\theta(\\mathbf{X})$$\n", "\n", "- **Likelihood**: $p(\\mathbf{Y} \\mid \\mathbf{L}, \\mathbf{X}) = \\mathcal{N}(\\mathbf{Y}; \\mathbf{L}+\\mathbf{X}, \\mu^{-1} \\mathbf{I})$\n", "- **Low-rank prior**: $p(\\mathbf{L}) \\propto \\exp(-\\gamma \\|\\mathbf{L}\\|_*)$ where $\\|\\mathbf{L}\\|_* = \\sum_i \\sigma_i(\\mathbf{L})$ is the nuclear norm\n", "- **Diffusion prior**: $p_\\theta(\\mathbf{X})$ learned from data, capturing complex signal structure\n", "\n", "The method operates by alternating between reverse diffusion and measurement-guided updates, minimizing both the data fidelity and the low-rank penalty. This allows it to effectively separate structured foreground dynamics from the low-rank haze, even when the foreground is not sparse.\n", "\n", "## Application: cardiac ultrasound dehazing\n", "\n", "We demonstrate the method on cardiac ultrasound video dehazing, where structured noise (haze) degrades image quality and hampers diagnostic clarity. Nuclear Diffusion achieves improved contrast enhancement while better preserving anatomical structures compared to traditional RPCA.\n", "\n", "**Reference**: T. S. W. Stevens, O. Nolan, J.-L. Robert, and R. J. G. van Sloun, \"Nuclear Diffusion Models for Low-Rank Background Suppression in Videos,\" *IEEE ICASSP*, 2026. [arXiv:2509.20886](https://arxiv.org/abs/2509.20886)\n", "\n", "---\n", "\n", "Let's start by setting the Keras backend for optimal performance.\n" ] }, { "cell_type": "code", "execution_count": 1, "id": "ab0fdd14", "metadata": {}, "outputs": [], "source": [ "%%capture\n", "%pip install zea" ] }, { "cell_type": "code", "execution_count": 2, "id": "6cbd1a8d", "metadata": {}, "outputs": [], "source": [ "import os\n", "\n", "os.environ[\"KERAS_BACKEND\"] = \"jax\"\n", "os.environ[\"TF_CPP_MIN_LOG_LEVEL\"] = \"2\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "d4613691", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Using backend 'jax'\n" ] } ], "source": [ "import numpy as np\n", "import jax\n", "\n", "import zea\n", "from zea import init_device\n", "from zea.models.diffusion import DiffusionModel\n", "from zea.func import translate\n", "from zea.func.ultrasound import dehaze_nuclear_diffusion\n", "from zea.visualize import plot_image_grid, set_mpl_style\n", "\n", "import matplotlib.pyplot as plt\n", "from keras import ops\n", "from zea import log" ] }, { "cell_type": "markdown", "id": "6a1838fd", "metadata": {}, "source": [ "We'll use the following parameters for this experiment." ] }, { "cell_type": "code", "execution_count": 4, "id": "977535ee", "metadata": { "tags": [ "parameters" ] }, "outputs": [], "source": [ "# Parameters for prior sampling\n", "n_unconditional_samples = 16\n", "n_unconditional_steps = 90\n", "n_conditional_samples = 4\n", "n_conditional_steps = 200\n", "seed = 42\n", "\n", "# Parameters for Nuclear Diffusion dehazing\n", "diffusion_steps = 5000\n", "window_size = 7\n", "hard_project = True\n", "\n", "# Guidance parameters for Nuclear Diffusion\n", "omega = 1.0\n", "gamma = 1.0\n", "haze_level = 0.5\n", "rank_weight_factor = 20\n", "initial_step = 4500" ] }, { "cell_type": "markdown", "id": "a50b7bc2", "metadata": {}, "source": [ "We will work with the GPU if available, and initialize using `init_device` to pick the best available device. Also, (optionally), we will set the matplotlib style for plotting." ] }, { "cell_type": "code", "execution_count": 5, "id": "ea6425da", "metadata": {}, "outputs": [], "source": [ "init_device(verbose=False)\n", "set_mpl_style()\n", "seed_gen = jax.random.PRNGKey(seed)" ] }, { "cell_type": "markdown", "id": "cd12e7a1", "metadata": {}, "source": [ "## Load pre-trained diffusion model\n", "\n", "We'll use a diffusion model pre-trained on cardiac ultrasound data with Nuclear Diffusion guidance. The model was trained for semantic dehazing on echocardiography videos." ] }, { "cell_type": "code", "execution_count": 6, "id": "0abe2d71", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m90/90\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m17s\u001b[0m 84ms/step\n" ] } ], "source": [ "model = DiffusionModel.from_preset(\n", " preset=\"diffusion-dehazingecho2025\",\n", " guidance=\"nuclear-dps\",\n", " operator=\"linear_interp\",\n", ") # or use a local path to your model\n", "\n", "# Prior sampling\n", "prior_samples = model.sample(\n", " n_samples=n_unconditional_samples,\n", " n_steps=n_unconditional_steps,\n", " verbose=True,\n", ")" ] }, { "cell_type": "markdown", "id": "da6415ea", "metadata": {}, "source": [ "## Visualize samples from the prior\n", "\n", "Before applying Nuclear Diffusion to dehazing, let's visualize some unconditional samples from the diffusion model to verify it has learned the tissue distribution." ] }, { "cell_type": "code", "execution_count": 7, "id": "f72c2981", "metadata": {}, "outputs": [ { "data": { "image/png": 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", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, _ = plot_image_grid(prior_samples, vmin=-1, vmax=1)" ] }, { "cell_type": "markdown", "id": "7e1f72e5", "metadata": {}, "source": [ "## Load hazy ultrasound data\n", "\n", "Now let's load a real cardiac ultrasound video with haze/noise artifacts. We'll use Nuclear Diffusion to separate the tissue signal from the low-rank haze background. The data is loaded from Hugging Face containing echocardiography videos from the DehazingEcho2025 dataset." ] }, { "cell_type": "code", "execution_count": 8, "id": "70dc38e5", "metadata": {}, "outputs": [], "source": [ "# Load data from HDF5 file\n", "with zea.File(\"hf://zeahub/DehazingEcho2025/noisy/patient-1-4C.hdf5\") as f:\n", " data_np = f.data.image.values[:]\n", "\n", "# Convert to tensor and normalize\n", "data = ops.convert_to_tensor(data_np, dtype=\"float32\")\n", "data = translate(data, (0, 255), (-1, 1))" ] }, { "cell_type": "markdown", "id": "ba675be0", "metadata": {}, "source": [ "## Nuclear diffusion posterior sampling\n", "\n", "The following functions implement the Nuclear Diffusion algorithm for video dehazing. The key steps are:\n", "\n", "1. **Window-based processing**: Long videos are split into overlapping windows to manage memory.\n", "2. **Joint sampling**: For each window, we jointly sample tissue $\\mathbf{X}$ and haze $\\mathbf{L}$ components.\n", "3. **Iterative refinement**: Alternates between:\n", " - Reverse diffusion on tissue using the learned prior $p_\\theta(\\mathbf{X})$\n", " - Gradient updates enforcing measurement consistency and low-rank structure on haze\n", "4. **Averaging**: Overlapping window predictions are averaged to produce smooth results." ] }, { "cell_type": "markdown", "id": "49c68362", "metadata": {}, "source": [ "## Apply nuclear diffusion dehazing\n", "\n", "Now we'll apply the Nuclear Diffusion method to the loaded hazy video. The hyperparameters control:\n", "\n", "- **omega** ($\\omega$): Weight for the measurement consistency term (L2 reconstruction error)\n", "- **gamma** ($\\gamma$): Weight for the nuclear norm penalty (low-rank enforcement)\n", "- **rank_weight_factor**: Optional enhanced weighting for larger singular values\n", "- **initial_step**: Starting step for progressive blending of haze component\n", "- **window_size**: Number of frames to process together (manages memory for long videos)\n", "\n", "The dehazing will process the video in windows and may take several minutes depending on hardware." ] }, { "cell_type": "code", "execution_count": 9, "id": "527f8221", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: [Nuclear Diffusion] Processing 60 frames.\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: [Nuclear Diffusion] Split into 9 windows with sizes: [7, 7, 7, 7, 7, 7, 7, 7, 4]\n", "\u001b[1m8/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m━━━\u001b[0m \u001b[1m13s\u001b[0m 13s/window" ] } ], "source": [ "pred_tissue_images, pred_haze_images = dehaze_nuclear_diffusion(\n", " data,\n", " diffusion_model=model,\n", " n_steps=diffusion_steps,\n", " window_size=window_size,\n", " hard_project=hard_project,\n", " seed=seed_gen,\n", " omega=omega,\n", " gamma=gamma,\n", " haze_level=haze_level,\n", " rank_weight_factor=rank_weight_factor,\n", " initial_step=initial_step,\n", ")" ] }, { "cell_type": "markdown", "id": "53306863", "metadata": {}, "source": [ "## Visualize results\n", "\n", "The animation below shows three panels for each frame:\n", "1. **Hazy input**: The original measurement with haze artifacts\n", "2. **Dehazed tissue**: The recovered tissue signal with enhanced contrast\n", "3. **Haze estimate**: The low-rank background component removed by Nuclear Diffusion\n", "\n", "Notice how the dehazed images have improved contrast between myocardium and left ventricle by reducing haze artifacts while preserving fine anatomical details and tissue texture." ] }, { "cell_type": "code", "execution_count": 10, "id": "14bc3c79", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[32mSuccessfully saved GIF to -> \u001b[33mdehazing_results.gif\u001b[0m\u001b[0m\n", "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: Animation saved to dehazing_results.gif\n" ] }, { "data": { "text/plain": [ "'Animation saved to dehazing_results.gif'" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# Convert data to numpy for visualization\n", "data_np = ops.convert_to_numpy(data)\n", "\n", "animation_frames = []\n", "for t in range(len(data_np)):\n", " # Stack the three panels: input, dehazed, haze\n", " panels = np.stack([data_np[t], pred_tissue_images[t], pred_haze_images[t]])[..., 0]\n", " fig, _ = plot_image_grid(\n", " panels,\n", " ncols=3,\n", " titles=[\"Hazy Input\", \"Dehazed Tissue\", \"Haze Estimate\"],\n", " vmin=-1,\n", " vmax=1,\n", " figsize=(9, 3),\n", " )\n", " for ax in fig.axes:\n", " ax.title.set_fontsize(10)\n", " arr = zea.io_lib.matplotlib_figure_to_numpy(fig)\n", " plt.close(fig)\n", " animation_frames.append(arr)\n", "\n", "save_path = \"dehazing_results.gif\"\n", "zea.io_lib.save_to_gif(animation_frames, save_path, fps=15, shared_color_palette=False)\n", "log.info(f\"Animation saved to {save_path}\")" ] }, { "cell_type": "markdown", "id": "ed072859", "metadata": {}, "source": [ "\n", "![Dehazing Results](./dehazing_results.gif)\n", "\n", "## Summary\n", "\n", "This notebook demonstrated **Nuclear Diffusion**, a hybrid method that combines:\n", "- **Diffusion priors** for modeling complex signal structure\n", "- **Nuclear norm penalties** for low-rank temporal background modeling\n", "\n", "The method successfully separates tissue dynamics from structured haze in cardiac ultrasound videos, achieving improved contrast while preserving anatomical details.\n", "\n", "**Key advantages over traditional RPCA:**\n", "- Replaces restrictive sparsity assumptions with expressive learned priors\n", "- Better captures rich variability in real-world video signals\n", "- Improved contrast enhancement (gCNR) and signal preservation (KS statistic)\n", "\n", "**Citation:**\n", "```bibtex\n", "@inproceedings{stevens2026nuclear,\n", " title={Nuclear Diffusion Models for Low-Rank Background Suppression in Videos},\n", " author={Stevens, Tristan S. W. and Nolan, Oisín and Robert, Jean-Luc and van Sloun, Ruud J. G.},\n", " booktitle={IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},\n", " year={2026}\n", "}\n", "```\n", "\n", "For more information, see the [paper on arXiv](https://arxiv.org/abs/2509.20886) and the [model on Hugging Face](https://huggingface.co/tristan-deep/semantic-diffusion-echo-dehazing).\n" ] } ], "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 }