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Ultra-Wide-NeRF uses Gaussian NeRF for improved ultrasound reconstruction

Researchers have developed Ultra-Wide-NeRF, a novel method for reconstructing wide field-of-view 3D ultrasound images. This approach utilizes Multivariate 3D Gaussians within a Neural Radiance Fields framework to accurately model the diverging acoustic beams from convex probes. By explicitly accounting for beam geometry and resolution changes with depth, Ultra-Wide-NeRF significantly reduces artifacts and aliasing, offering a continuous neural representation for high-fidelity novel view synthesis. The method has been validated on phantom and porcine datasets for intracardiac echocardiography, enhancing spatial context for intraoperative navigation. AI

影响 Improves 3D ultrasound reconstruction accuracy and visualization, potentially aiding surgical navigation and segmentation tasks.

排序理由 Academic paper detailing a new method for 3D ultrasound reconstruction.

在 arXiv cs.CV 阅读 →

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Ultra-Wide-NeRF uses Gaussian NeRF for improved ultrasound reconstruction

报道来源 [3]

  1. Hugging Face Daily Papers TIER_1 English(EN) ·

    Multivariate Gaussian NeRF for Wide Field-of-View Ultrasound Reconstruction

    Wide Field-of-View (WFoV) reconstruction enhances 3D ultrasound imaging by providing valuable anatomical context for segmentation models and visualization. Clinical ultrasound volumes are predominantly acquired using convex probes, which generate expanding, diverging acoustic bea…

  2. arXiv cs.CV TIER_1 English(EN) · Patris Valera, Magdalena Wysocki, Felix Duelmer, Mohammad Farid Azampour, Sebastian Herz, Stefan W\"orz, Nassir Navab ·

    Multivariate Gaussian NeRF for Wide Field-of-View Ultrasound Reconstruction

    arXiv:2604.24187v1 Announce Type: new Abstract: Wide Field-of-View (WFoV) reconstruction enhances 3D ultrasound imaging by providing valuable anatomical context for segmentation models and visualization. Clinical ultrasound volumes are predominantly acquired using convex probes, …

  3. arXiv cs.CV TIER_1 English(EN) · Nassir Navab ·

    Multivariate Gaussian NeRF for Wide Field-of-View Ultrasound Reconstruction

    Wide Field-of-View (WFoV) reconstruction enhances 3D ultrasound imaging by providing valuable anatomical context for segmentation models and visualization. Clinical ultrasound volumes are predominantly acquired using convex probes, which generate expanding, diverging acoustic bea…