Reproduce “UltraG-Ray: Physics-Based Gaussian Ray Casting for Novel Ultrasound View Synthesis” on OpenResearch
Turn your favorite coding agents into research agents that review literature, develop hypotheses, and run experiments.
Universal app for Apple silicon and Intel. Requires macOS 11 or later.
About this paper
Felix Duelmer, Jakob Klaushofer, Magdalena Wysocki, Nassir Navab, Mohammad Farid Azampour
UltraG-Ray synthesizes B-mode ultrasound views that were not acquired, representing tissue with learnable 3D Gaussians and modeling sound along probe scan lines. It combines local echoes with transmittance, the acoustic energy remaining along each ray. On ex-vivo porcine muscle, it reports MS-SSIM of 0.77±0.02 versus 0.74±0.02 for ImplicitVol. Tests cover two phantoms; performance is strongest between observed poses.
Summary by alphaXiv.
Tip: change arxiv.org to autoarxiv.org in any arXiv abstract link to open the paper here.