Recent advances in 3d gaussian splatting

T Wu, YJ Yuan, LX Zhang, J Yang, YP Cao… - Computational Visual …, 2024 - Springer
The emergence of 3D Gaussian splatting (3DGS) has greatly accelerated rendering in novel
view synthesis. Unlike neural implicit representations like neural radiance fields (NeRFs) …

3d gaussian splatting as new era: A survey

B Fei, J Xu, R Zhang, Q Zhou… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
3D Gaussian Splatting (3D-GS) has emerged as a significant advancement in the field of
Computer Graphics, offering explicit scene representation and novel view synthesis without …

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 …

A survey on 3d gaussian splatting

G Chen, W Wang - arxiv preprint arxiv:2401.03890, 2024 - arxiv.org
3D Gaussian splatting (GS) has recently emerged as a transformative technique in the realm
of explicit radiance field and computer graphics. This innovative approach, characterized by …

Pixel-gs: Density control with pixel-aware gradient for 3d gaussian splatting

Z Zhang, W Hu, Y Lao, T He, H Zhao - European Conference on Computer …, 2024 - Springer
Abstract 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis
results and advancing real-time rendering performance. However, the effectiveness of 3DGS …

A hierarchical 3d gaussian representation for real-time rendering of very large datasets

B Kerbl, A Meuleman, G Kopanas, M Wimmer… - ACM Transactions on …, 2024 - dl.acm.org
Novel view synthesis has seen major advances in recent years, with 3D Gaussian splatting
offering an excellent level of visual quality, fast training and real-time rendering. However …

Gaussian opacity fields: Efficient adaptive surface reconstruction in unbounded scenes

Z Yu, T Sattler, A Geiger - ACM Transactions on Graphics (TOG), 2024 - dl.acm.org
Recently, 3D Gaussian Splatting (3DGS) has demonstrated impressive novel view synthesis
results, while allowing the rendering of high-resolution images in real-time. However …

Lara: Efficient large-baseline radiance fields

A Chen, H Xu, S Esposito, S Tang, A Geiger - European Conference on …, 2024 - Springer
Radiance field methods have achieved photorealistic novel view synthesis and geometry
reconstruction. But they are mostly applied in per-scene optimization or small-baseline …

Mini-splatting: Representing scenes with a constrained number of gaussians

G Fang, B Wang - European Conference on Computer Vision, 2024 - Springer
In this study, we explore the challenge of efficiently representing scenes with a constrained
number of Gaussians. Our analysis shifts from traditional graphics and 2D computer vision to …

Gaussian in the wild: 3d gaussian splatting for unconstrained image collections

D Zhang, C Wang, W Wang, P Li, M Qin… - European Conference on …, 2024 - Springer
Novel view synthesis from unconstrained in-the-wild images remains a meaningful but
challenging task. The photometric variation and transient occluders in those unconstrained …