{ "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 88ms/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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", 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" ] }, "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": [ { "name": "stdout", "output_type": "stream", "text": [ "\u001b[1m\u001b[38;5;36mzea\u001b[0m\u001b[0m: \u001b[38;5;214mWARNING\u001b[0m This ``zea.File`` '/root/.cache/zea/huggingface/datasets/datasets--zeahub--DehazingEcho2025/snapshots/8b439cd542310f48d50be3769e23a4d2c1b582e5/noisy/patient-1-4C.hdf5' was created with a legacy version of zea (<0.1.0), while you are using zea v0.1.0. It may behave in unexpected ways. Install an earlier version of zea<0.1.0 for full compatibility or re-save the file with zea v0.1.0 or later (e.g. via File.create).\n" ] } ], "source": [ "# Load data from HDF5 file\n", "with zea.File(\"hf://zeahub/DehazingEcho2025/noisy/patient-1-4C.hdf5\") as f:\n", " # Note that this example notebook uses an older dataset version\n", " # the \"image_sc\" key has been removed since.\n", " data_np = f[\"data\"][\"image_sc\"][:]\n", "\n", "# Convert to tensor and normalize\n", "data_np = np.expand_dims(data_np, axis=-1)\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[1m9/9\u001b[0m \u001b[32m━━━━━━━━━━━━━━━━━━━━\u001b[0m\u001b[37m\u001b[0m \u001b[1m125s\u001b[0m 13s/window\n" ] } ], "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 }