Cat3d: Create anything in 3d with multi-view diffusion models

R Gao, A Holynski, P Henzler, A Brussee… - arXiv preprint arXiv …, 2024 - arxiv.org
Advances in 3D reconstruction have enabled high-quality 3D capture, but require a user to
collect hundreds to thousands of images to create a 3D scene. We present CAT3D, a …

InFusion: Inpainting 3D Gaussians via Learning Depth Completion from Diffusion Prior

Z Liu, H Ouyang, Q Wang, KL Cheng, J Xiao… - arXiv preprint arXiv …, 2024 - arxiv.org
3D Gaussians have recently emerged as an efficient representation for novel view synthesis.
This work studies its editability with a particular focus on the inpainting task, which aims to …

FlashTex: Fast Relightable Mesh Texturing with LightControlNet

K Deng, T Omernick, A Weiss, D Ramanan… - arXiv preprint arXiv …, 2024 - arxiv.org
Manually creating textures for 3D meshes is time-consuming, even for expert visual content
creators. We propose a fast approach for automatically texturing an input 3D mesh based on …

MVInpainter: Learning Multi-View Consistent Inpainting to Bridge 2D and 3D Editing

C Cao, C Yu, Y Fu, F Wang, X Xue - arXiv preprint arXiv:2408.08000, 2024 - arxiv.org
Novel View Synthesis (NVS) and 3D generation have recently achieved prominent
improvements. However, these works mainly focus on confined categories or synthetic 3D …

View-consistent Object Removal in Radiance Fields

Y Lu, J Ma, Y Yin - arXiv preprint arXiv:2408.02100, 2024 - arxiv.org
Radiance Fields (RFs) have emerged as a crucial technology for 3D scene representation,
enabling the synthesis of novel views with remarkable realism. However, as RFs become …

3D Hole Filling using Deep Learning Inpainting

M Hernández-Bautista, FJ Melero - arXiv preprint arXiv:2407.17896, 2024 - arxiv.org
The current work presents a novel methodology for completing 3D surfaces produced from
3D digitization technologies in places where there is a scarcity of meaningful geometric …

3D StreetUnveiler with Semantic-Aware 2DGS

J Xu, Y Wang, Y Zhao, Y Fu, S Gao - arXiv preprint arXiv:2405.18416, 2024 - arxiv.org
Unveiling an empty street from crowded observations captured by in-car cameras is crucial
for autonomous driving. However, removing all temporary static objects, such as stopped …

Semantic UV mapping to improve texture inpainting for indoor scenes

J Vermandere, M Bassier, M Vergauwen - arXiv preprint arXiv:2407.09248, 2024 - arxiv.org
This work aims to improve texture inpainting after clutter removal in scanned indoor meshes.
This is achieved with a new UV mapping pre-processing step which leverages semantic …

[PDF][PDF] Semantic UV mapping to improve texture inpainting for 3D scanned indoor scenes

J Vermandere, M Bassier, S Cuypers, M Vergauwen - 2024 - diglib.eg.org
This work aims to improve texture inpainting following clutter removal in scanned indoor
meshes. This is achieved through a new UV mapping pre-processing step that leverages …

[PDF][PDF] A Data-Centric Module for Neural Rendering

E Balloni, L Stacchio, L Gorgoglione, M Paolanti… - researchgate.net
Recent advances in Novel-View Synthesis (NVS) and 3D Generation (3DGen) from 2D
images have marked significant progress in various domains. While the Structure-from …