Nerf: Neural radiance field in 3d vision, a comprehensive review

K Gao, Y Gao, H He, D Lu, L Xu, J Li - arXiv preprint arXiv:2210.00379, 2022 - arxiv.org
Neural Radiance Field (NeRF), a new novel view synthesis with implicit scene
representation has taken the field of Computer Vision by storm. As a novel view synthesis …

A review of metaverse's definitions, architecture, applications, challenges, issues, solutions, and future trends

AM Al-Ghaili, H Kasim, NM Al-Hada, ZB Hassan… - Ieee …, 2022 - ieeexplore.ieee.org
Metaverse is a vision enabling to constitute an environment in which someone could see
real and virtualized worlds. The Metaverse is a product (or something similar as we do not …

Nerfstudio: A modular framework for neural radiance field development

M Tancik, E Weber, E Ng, R Li, B Yi, T Wang… - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
Neural Radiance Fields (NeRF) are a rapidly growing area of research with wide-ranging
applications in computer vision, graphics, robotics, and more. In order to streamline the …

Mip-splatting: Alias-free 3d gaussian splatting

Z Yu, A Chen, B Huang, T Sattler… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract Recently 3D Gaussian Splatting has demonstrated impressive novel view synthesis
results reaching high fidelity and efficiency. However strong artifacts can be observed when …

Block-nerf: Scalable large scene neural view synthesis

M Tancik, V Casser, X Yan, S Pradhan… - Proceedings of the …, 2022 - openaccess.thecvf.com
Abstract We present Block-NeRF, a variant of Neural Radiance Fields that can represent
large-scale environments. Specifically, we demonstrate that when scaling NeRF to render …

Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction

Z Yang, X Gao, W Zhou, S Jiao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Implicit neural representation has paved the way for new approaches to dynamic scene
reconstruction. Nonetheless cutting-edge dynamic neural rendering methods rely heavily on …

Nice-slam: Neural implicit scalable encoding for slam

Z Zhu, S Peng, V Larsson, W Xu… - Proceedings of the …, 2022 - openaccess.thecvf.com
Neural implicit representations have recently shown encouraging results in various
domains, including promising progress in simultaneous localization and mapping (SLAM) …

Nerdi: Single-view nerf synthesis with language-guided diffusion as general image priors

C Deng, C Jiang, CR Qi, X Yan… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract 2D-to-3D reconstruction is an ill-posed problem, yet humans are good at solving
this problem due to their prior knowledge of the 3D world developed over years. Driven by …

Direct voxel grid optimization: Super-fast convergence for radiance fields reconstruction

C Sun, M Sun, HT Chen - … of the IEEE/CVF conference on …, 2022 - openaccess.thecvf.com
We present a super-fast convergence approach to reconstructing the per-scene radiance
field from a set of images that capture the scene with known poses. This task, which is often …

Drivinggaussian: Composite gaussian splatting for surrounding dynamic autonomous driving scenes

X Zhou, Z Lin, X Shan, Y Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present DrivingGaussian an efficient and effective framework for surrounding dynamic
autonomous driving scenes. For complex scenes with moving objects we first sequentially …