Siyan Dong* — accepted AI-conference papers

2024

InfoNorm: Mutual Information Shaping of Normals for Sparse-View Reconstruction

Xulong Wang, Siyan Dong*, Youyi Zheng, Yanchao Yang*

ECCV 2024poster

"3D surface reconstruction from multi-view images is essential for scene understanding and interaction. However, complex indoor scenes pose challenges such as ambiguity due to limited observations. Recent implicit surface representations, such as Neural Radiance Fields (NeRFs) and signed distance fu…

Cited by 3 Source ↗PDF ↗code ↗Scholar ↗

2024

SG-NeRF: Neural Surface Reconstruction with Scene Graph Optimization

Yiyang Chen, Siyan Dong*, Xulong Wang, Lulu Cai, Youyi Zheng, Yanchao Yang*

ECCV 2024poster

"3D surface reconstruction from images is essential for numerous applications. Recently, Neural Radiance Fields (NeRFs) have emerged as a promising framework for 3D modeling. However, NeRFs require accurate camera poses as input, and existing methods struggle to handle significantly noisy pose estim…

Cited by 2 Source ↗PDF ↗code ↗Scholar ↗