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English(EN) LaGSplat: Inferring Physics-Governed Interactive Simulation from Monocular Video Using Latent Lagrangian Gaussian Splatting

LaGSplat框架从视频推断受物理约束的模拟

研究人员开发了LaGSplat,一个新颖的框架,可以从单目视频中推断受物理约束的交互式模拟。该系统允许用户对拍摄的物体施加外力,从而能够实时渲染它们在2D或3D中的响应。LaGSplat利用一个潜在状态,该状态既是学习到的耗散拉格朗日的广义坐标,又是高斯泼溅解码器的条件变量,使其能够将图像空间力转换为运动方程的广义力。 AI

影响 能够从视频数据中实现更真实、更具交互性的模拟,可能影响机器人和增强现实等领域。

排序理由 该集群包含一篇详细介绍从视频推断受物理约束的模拟的新框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.LG 阅读 →

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LaGSplat框架从视频推断受物理约束的模拟

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该集群包含一篇详细介绍从视频推断受物理约束的模拟的新框架的研究论文。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [1]

  1. arXiv cs.LG TIER_1 English(EN) · Louen Pottier ·

    LaGSplat:使用潜在拉格朗日高斯泼溅从单目视频中推断物理控制的交互式模拟

    arXiv:2608.16324v1 Announce Type: cross Abstract: We present LaGSplat (Latent Lagrangian Gaussian Splatting), a framework that infers interactive, physics-governed dynamics from one or a few monocular videos. At inference it lets a user push on the filmed object, rigid or deforma…