English(EN) Hand-4DGS: Feed-Forward 3D Gaussian Splatting for 4D Hand Reconstruction from Egocentric Videos

新框架Hand-4DGS实现动态4D手部重建

作者 PulseAugur 编辑部 · [1 个来源] · 2026-10-08 04:00

研究人员开发了Hand-4DGS，一个新颖的前馈框架，用于从自主视频进行动态4D手部重建。该方法集成了用于结构先验的网格引导表示和时间卷积，以有效地模拟手部运动。Hand-4DGS在H2O和ARCTIC等数据集上展示了优于现有方法的性能，表明其无需地面真实3D手部姿势标注即可适应未见过的视频。 AI

影响这项研究推进了4D手部重建的能力，可能对AR/VR和AI眼镜的开发产生影响。

排序理由这是一篇详细介绍4D手部重建新方法的学术论文。[lever_c_demoted from research: ic=1 ai=1.0]

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报道来源 [1]

arXiv cs.CV TIER_1 English(EN) · Jeongmin Bae, Seoha Kim, Marc Pollefeys, Mahdi Rad, Youngjung Uh, Taein Kwon · 2026-10-08 04:00

Hand-4DGS：用于从自主视频进行4D手部重建的前馈3D高斯飞溅

arXiv:2606.19156v2 Announce Type: replace Abstract: Dynamic 3D hand reconstruction from egocentric videos is essential for next-generation computing platforms such as AR/VR and AI glasses. Despite its importance, most prior works focus either on multi-view 3D hand reconstruction …

本文如何被排名

报道来源 [1]

Hand-4DGS：用于从自主视频进行4D手部重建的前馈3D高斯飞溅

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