English(EN) Human-in-the-Loop Atlas-Based 3D Asset Segmentation for Interactive Content Workflows

新流程支持交互式三维资产分割以用于内容创作

作者 PulseAugur 编辑部 · [2 个来源] · 2026-06-16 11:51

研究人员开发了一种面向交互式内容工作流的、基于人类在环的图集式三维资产分割流程。该方法利用SAM 2和Label Studio对渲染视图进行交互式分割，然后将其反投影到模型的UV参数化上。生成的图集有助于后续任务，如材质分配和语义标注，评估表明其在各种几何形状上都很有用。 AI

影响这种人类在环的方法可以通过自动化分割任务来简化三维内容创作工作流。

排序理由该集群包含一篇在arXiv上发表的研究论文，详细介绍了一种新的三维资产分割方法。

AI 生成摘要 · Google Gemini · 来自 2 个来源。我们如何撰写摘要 →

报道来源 [2]

arXiv cs.AI TIER_1 English(EN) · Paul Julius K\"uhn, Saptarshi Neil Sinha, Jakob Hansen, Robin Horst · 2026-06-17 04:00

Human-in-the-Loop Atlas-Based 3D Asset Segmentation for Interactive Content Workflows

arXiv:2606.17824v1 Announce Type: cross Abstract: Segmenting 3D assets into meaningful regions remains challenging, especially when segmentation criteria are application-dependent and require user control. We present a human-in-the-loop pipeline for generating a segmented 2D para…
arXiv cs.AI TIER_1 English(EN) · Robin Horst · 2026-06-16 11:51

Human-in-the-Loop Atlas-Based 3D Asset Segmentation for Interactive Content Workflows

Segmenting 3D assets into meaningful regions remains challenging, especially when segmentation criteria are application-dependent and require user control. We present a human-in-the-loop pipeline for generating a segmented 2D parameterized atlas from a 3D model for interactive me…