all AI news
MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior
May 7, 2024, 4:47 a.m. | Honghua Chen, Chen Change Loy, Xingang Pan
cs.CV updates on arXiv.org arxiv.org
Abstract: Despite the emergence of successful NeRF inpainting methods built upon explicit RGB and depth 2D inpainting supervisions, these methods are inherently constrained by the capabilities of their underlying 2D inpainters. This is due to two key reasons: (i) independently inpainting constituent images results in view-inconsistent imagery, and (ii) 2D inpainters struggle to ensure high-quality geometry completion and alignment with inpainted RGB images.
To overcome these limitations, we propose a novel approach called MVIP-NeRF that harnesses …
abstract arxiv capabilities cs.cv diffusion emergence images inpainting key nerf prior results type via view
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Software Engineer for AI Training Data (School Specific)
@ G2i Inc | Remote
Software Engineer for AI Training Data (Python)
@ G2i Inc | Remote
Software Engineer for AI Training Data (Tier 2)
@ G2i Inc | Remote
Data Engineer
@ Lemon.io | Remote: Europe, LATAM, Canada, UK, Asia, Oceania
Artificial Intelligence – Bioinformatic Expert
@ University of Texas Medical Branch | Galveston, TX
Lead Developer (AI)
@ Cere Network | San Francisco, US