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 …

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 …

3dgsr: Implicit surface reconstruction with 3d gaussian splatting

X Lyu, YT Sun, YH Huang, X Wu, Z Yang… - ACM Transactions on …, 2024 - dl.acm.org
In this paper, we present an implicit surface reconstruction method with 3D Gaussian
Splatting (3DGS), namely 3DGSR, that allows for accurate 3D reconstruction with intricate …

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 …

Binary opacity grids: Capturing fine geometric detail for mesh-based view synthesis

C Reiser, S Garbin, P Srinivasan, D Verbin… - ACM Transactions on …, 2024 - dl.acm.org
While surface-based view synthesis algorithms are appealing due to their low computational
requirements, they often struggle to reproduce thin structures. In contrast, more expensive …

Pgsr: Planar-based gaussian splatting for efficient and high-fidelity surface reconstruction

D Chen, H Li, W Ye, Y Wang, W **e… - … on Visualization and …, 2024 - ieeexplore.ieee.org
Recently, 3D Gaussian Splatting (3DGS) has attracted widespread attention due to its high-
quality rendering, and ultra-fast training and rendering speed. However, due to the …

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 …

latentsplat: Autoencoding variational gaussians for fast generalizable 3d reconstruction

C Wewer, K Raj, E Ilg, B Schiele… - European Conference on …, 2024 - Springer
We present latentSplat, a method to predict semantic Gaussians in a 3D latent space that
can be splatted and decoded by a light-weight generative 2D architecture. Existing methods …

Dn-splatter: Depth and normal priors for gaussian splatting and meshing

M Turkulainen, X Ren, I Melekhov, O Seiskari… - arxiv preprint arxiv …, 2024 - arxiv.org
High-fidelity 3D reconstruction of common indoor scenes is crucial for VR and AR
applications. 3D Gaussian splatting, a novel differentiable rendering technique, has …