Apr 20, 2021 · Our key insight is that implicit surface models and radiance fields can be formulated in a unified way, enabling both surface and volume rendering using the same …

Our key insight is that implicit surface models and radiance fields can be formulated in a unified way, enabling both surface and volume rendering using the same model. This unified …

We compare our method on the DTU, BlendedMVS, and a syn- thetic indoor dataset. Our experiments demonstrate that we outperform NeRF in terms of reconstruction quality while …

UNISURF was a pioneering surface CAD/CAM system, designed to assist with car body design and tooling. It was developed by French engineer Pierre Bézier for Renault in 1968, and …

Contributions: In this paper, we propose UNISURF (UNI-fied Neural Implicit SUrface and Radiance Fields) a prin-cipled unified framework for implicit surfaces and radi-ance fields, with …

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Abstract: Neural implicit 3D representations have emerged as a powerful paradigm for …

UNISURF: Unifying Neural Implicit Surfaces and Radiance Fields for Multi-View Reconstruction Michael Oechsle, Songyou Peng, and Andreas Geiger ICCV 2021 (Oral) Neural implicit 3D …

Jun 16, 2023 · SDFStudio is a unified and modular framework for neural implicit surface reconstruction, built on top of the awesome nerfstudio project. We provide a unified …

UNISURF provides a principled unified formulation, enabling accurate surface reconstruction from images without input masks. Capturing the geometry and appearance of 3D scenes from a set …

SDFStudio is a unified and modular framework for neural implicit surface reconstruction, built on top of the awesome nerfstudio project. We provide a unified implementation of three major …