The content introduces G-SHELL, a new representation for 3D shapes, focusing on mesh reconstruction and generative modeling. It discusses the challenges with existing methods, presents the concept of manifold signed distance fields (mSDF), explains the efficient mesh extraction algorithm, and showcases applications like multiview image reconstruction and generative modeling. The experiments demonstrate superior performance in reconstruction quality, efficiency in training and inference, as well as successful generative modeling of 3D meshes.
Til et andet sprog
fra kildeindhold
arxiv.org
Vigtigste indsigter udtrukket fra
by Zhen... kl. arxiv.org 03-26-2024
https://arxiv.org/pdf/2310.15168.pdfDybere Forespørgsler