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English(EN) $\phi$-Scene: Physically Grounded Image-to-3D Scene Reconstruction

新方法SceneReGen和$\phi$-Scene推进单图像3D场景重建

作者 PulseAugur 编辑部 · [2 个来源] ·

两篇新研究论文SceneReGen和$\phi$-Scene介绍了从单张图像重建3D场景的新方法。SceneReGen通过分解姿态信息来生成和组装共享场景框架内的完整3D对象资产。而$\phi$-Scene则侧重于物理约束，将场景重建视为一个由拓扑驱动的物理组装过程，以确保对象排列稳定且不穿透。两种方法在3D-FUTURE和3D-Front等基准测试中均表现出色，其中$\phi$-Scene还显示出改进的物理合理性和用户偏好。 AI

影响 这些论文引入了从单张图像生成更准确、物理上更合理的3D场景的新技术，可能推动AR/VR和机器人领域的应用。

排序理由 两篇arXiv论文介绍了3D场景重建的新方法。

在 arXiv cs.CV 阅读 →

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

新方法SceneReGen和$\phi$-Scene推进单图像3D场景重建

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两篇arXiv论文介绍了3D场景重建的新方法。
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报道来源 [2]

  1. arXiv cs.CV TIER_1 English(EN) · Zefan Tian, Yuteng Ye, Yiheng Zhang, Yuhang Yang, Xueqiang Lv, Shizhou Zhang, Le Liu, Di Xu ·

    SceneReGen：从单张图像生成三维场景的重建

    arXiv:2608.23930v1 Announce Type: new Abstract: Single-image 3D scene reconstruction must complete partially observed objects and place them coherently in a shared observation-aligned scene frame. Object-level generative priors offer strong completion ability, but their centered,…

  2. arXiv cs.CV TIER_1 English(EN) · Haodong Li, Lulu Shao, Haolin Lu, Yu Fu, Yen-Ru Chen, Seemandhar Jain, Manmohan Chandraker ·

    $\phi$-Scene：物理基础的图像到3D场景重建

    arXiv:2606.21596v2 Announce Type: replace Abstract: Recent image-to-3D scene methods recover high-fidelity 3D objects with plausible arrangements, but often leave floatings and interpenetrations that limit physical validity and downstream use in interactive environments. We prese…

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