Nuvo: Neural uv mapping for unruly 3d representations

PP Srinivasan, SJ Garbin, D Verbin, JT Barron… - … on Computer Vision, 2025 - Springer
Existing UV mapping algorithms are designed to operate on well-behaved meshes, instead
of the geometry representations produced by state-of-the-art 3D reconstruction and …

Neural parametric surfaces for shape modeling

L Yang, Y Liang, X Li, C Zhang, G Lin, A Sheffer… - arXiv preprint arXiv …, 2023 - arxiv.org
The recent surge of utilizing deep neural networks for geometric processing and shape
modeling has opened up exciting avenues. However, there is a conspicuous lack of …

An object is worth 64x64 pixels: Generating 3d object via image diffusion

X Yan, HH Lee, Z Wan, AX Chang - arXiv preprint arXiv:2408.03178, 2024 - arxiv.org
We introduce a new approach for generating realistic 3D models with UV maps through a
representation termed" Object Images." This approach encapsulates surface geometry …

Localized control over the latent space of neural networks

M Ibing, L Kobbelt, M Nießner - 2024 - publications.rwth-aachen.de
Kurzfassung Neuronale Netze (NNs) sind heute weit verbreitet, wenn es darum geht, Daten
in allen möglichen Modalitäten (Text, Bilder, 3D-Objekte etc.) zu analysieren (klassifizieren …