Feb 1, 2023 · In this work, we propose a lightweight volumetric ConvNet, termed 3D UX-Net, which adapts the hierarchical transformer using ConvNet modules for robust volumetric …

May 11, 2021 · Inspired by them, we present ViT-V-Net, which bridges ViT and ConvNet to provide volumetric medical image registration. The experimental results presented here …

Sep 25, 2024 · In this paper, we propose a 3D foundation segmentation model, named SegVol, supporting universal and interactive volumetric medical image segmentation.

Jan 22, 2025 · Keywords: 3D Gaussian splatting, 6D Gaussian splatting, volumetric rendering TL;DR: The paper introduces 6D Gaussian Splatting (6DGS) for real-time radiance field …

Jan 22, 2025 · Abstract: Current volumetric biomedical foundation models struggle to generalize as public 3D datasets are small and do not cover the broad diversity of medical procedures, …

Feb 11, 2025 · To address this gap and the growing need for efficient volumetric video streaming, we have developed VoLUT with a new SR algorithm specifically designed for volumetric content.

Jul 20, 2024 · In this paper, we try to directly learn a compact NeRF representation for volumetric video in the training stage based on the proposed rate-aware compression framework.

Sep 25, 2024 · What can Mamba do for 3D Volumetric Medical Image Segmentation? Chaohan Wang, Qi Chen, Yuyin Zhou, Qi Wu, Yutong Xie

finetuning scenarios with volumetric multi-organ/tissues segmentation. 3D UX-Net achieves consistently improvement in both scenarios across all ConvNets and transform-ers SOTA with …

Feb 1, 2023 · As shown in the experiments, our pipeline can generate high-quality artifact-free volumetric and surface meshes from random noise or a reference image without any post …