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 …

[HTML][HTML] Digital twin of a city: Review of technology serving city needs

VV Lehtola, M Koeva, SO Elberink, P Raposo… - International Journal of …, 2022 - Elsevier
Digital twins (DTs) have been found useful in manufacturing, construction, and maintenance.
Adapting DTs to serve cities, the question arises of what an urban digital twin should contain …

[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 …

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 …

K-planes: Explicit radiance fields in space, time, and appearance

S Fridovich-Keil, G Meanti… - Proceedings of the …, 2023 - openaccess.thecvf.com
We introduce k-planes, a white-box model for radiance fields in arbitrary dimensions. Our
model uses d-choose-2 planes to represent a d-dimensional scene, providing a seamless …

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 …

Text-to-3d using gaussian splatting

Z Chen, F Wang, Y Wang, H Liu - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Automatic text-to-3D generation that combines Score Distillation Sampling (SDS) with the
optimization of volume rendering has achieved remarkable progress in synthesizing realistic …