Make-it-3d: High-fidelity 3d creation from a single image with diffusion prior

J Tang, T Wang, B Zhang, T Zhang… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this work, we investigate the problem of creating high-fidelity 3D content from only a single
image. This is inherently challenging: it essentially involves estimating the underlying 3D …

Mvsnerf: Fast generalizable radiance field reconstruction from multi-view stereo

A Chen, Z Xu, F Zhao, X Zhang… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present MVSNeRF, a novel neural rendering approach that can efficiently reconstruct
neural radiance fields for view synthesis. Unlike prior works on neural radiance fields that …

Local light field fusion: Practical view synthesis with prescriptive sampling guidelines

B Mildenhall, PP Srinivasan, R Ortiz-Cayon… - ACM Transactions on …, 2019 - dl.acm.org
We present a practical and robust deep learning solution for capturing and rendering novel
views of complex real world scenes for virtual exploration. Previous approaches either …

Stereo magnification: Learning view synthesis using multiplane images

T Zhou, R Tucker, J Flynn, G Fyffe… - arxiv preprint arxiv …, 2018 - arxiv.org
The view synthesis problem--generating novel views of a scene from known imagery--has
garnered recent attention due in part to compelling applications in virtual and augmented …

Consistent view synthesis with pose-guided diffusion models

HY Tseng, Q Li, C Kim, S Alsisan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Novel view synthesis from a single image has been a cornerstone problem for many Virtual
Reality applications that provide immersive experiences. However, most existing techniques …

Nex: Real-time view synthesis with neural basis expansion

S Wizadwongsa, P Phongthawee… - Proceedings of the …, 2021 - openaccess.thecvf.com
We present NeX, a new approach to novel view synthesis based on enhancements of
multiplane image (MPI) that can reproduce next-level view-dependent effects--in real time …

Infonerf: Ray entropy minimization for few-shot neural volume rendering

M Kim, S Seo, B Han - … of the IEEE/CVF Conference on …, 2022 - openaccess.thecvf.com
We present an information-theoretic regularization technique for few-shot novel view
synthesis based on neural implicit representation. The proposed approach minimizes …

Synsin: End-to-end view synthesis from a single image

O Wiles, G Gkioxari, R Szeliski… - Proceedings of the …, 2020 - openaccess.thecvf.com
View synthesis allows for the generation of new views of a scene given one or more images.
This is challenging; it requires comprehensively understanding the 3D scene from images …

Light field neural rendering

M Suhail, C Esteves, L Sigal… - Proceedings of the …, 2022 - openaccess.thecvf.com
Classical light field rendering for novel view synthesis can accurately reproduce view-
dependent effects such as reflection, refraction, and translucency, but requires a dense view …

Single-view view synthesis with multiplane images

R Tucker, N Snavely - … of the IEEE/CVF Conference on …, 2020 - openaccess.thecvf.com
A recent strand of work in view synthesis uses deep learning to generate multiplane images--
a camera-centric, layered 3D representation--given two or more input images at known …