PhyRecon: Physically Plausible Neural Scene Reconstruction

no code implementations • 25 Apr 2024 • Junfeng Ni, Yixin Chen, Bohan Jing, Nan Jiang, Bin Wang, Bo Dai, Yixin Zhu, Song-Chun Zhu, Siyuan Huang

In this paper, we introduce PhyRecon, which stands as the first approach to harness both differentiable rendering and differentiable physics simulation to learn implicit surface representations.

Single-view 3D Scene Reconstruction with High-fidelity Shape and Texture

no code implementations • 1 Nov 2023 • Yixin Chen, Junfeng Ni, Nan Jiang, Yaowei Zhang, Yixin Zhu, Siyuan Huang

Reconstructing detailed 3D scenes from single-view images remains a challenging task due to limitations in existing approaches, which primarily focus on geometric shape recovery, overlooking object appearances and fine shape details.

3D Object Reconstruction 3D Reconstruction +5