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) has recently become a significant development in the field of
Computer Vision, allowing for implicit, neural network-based scene representation and …

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 …

[PDF][PDF] 3d gaussian splatting for real-time radiance field rendering.

B Kerbl, G Kopanas, T Leimkühler, G Drettakis - ACM Trans. Graph., 2023 - sgvr.kaist.ac.kr
[CS482] 3D Gaussian Splatting for Real-Time Radiance Field Rendering Page 1 3D Gaussian
Splatting for Real-Time Radiance Field Rendering November 20, 2023 Bernhard Kerbl …

Sugar: Surface-aligned gaussian splatting for efficient 3d mesh reconstruction and high-quality mesh rendering

A Guédon, V Lepetit - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
We propose a method to allow precise and extremely fast mesh extraction from 3D Gaussian
Splatting. Gaussian Splatting has recently become very popular as it yields realistic …

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 …

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 …

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 …

2d gaussian splatting for geometrically accurate radiance fields

B Huang, Z Yu, A Chen, A Geiger, S Gao - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
3D Gaussian Splatting (3DGS) has recently revolutionized radiance field reconstruction,
achieving high quality novel view synthesis and fast rendering speed. However, 3DGS fails …

Hexplane: A fast representation for dynamic scenes

A Cao, J Johnson - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Modeling and re-rendering dynamic 3D scenes is a challenging task in 3D vision. Prior
approaches build on NeRF and rely on implicit representations. This is slow since it requires …

Scaffold-gs: Structured 3d gaussians for view-adaptive rendering

T Lu, M Yu, L Xu, Y **angli, L Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Neural rendering methods have significantly advanced photo-realistic 3D scene rendering
in various academic and industrial applications. The recent 3D Gaussian Splatting method …