PhyRecon: Physically Plausible Neural Scene Reconstruction

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

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

3D Reconstruction Multi-View 3D Reconstruction

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