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 …

Lgm: Large multi-view gaussian model for high-resolution 3d content creation

J Tang, Z Chen, X Chen, T Wang, G Zeng… - European Conference on …, 2024‏ - Springer
Abstract 3D content creation has achieved significant progress in terms of both quality and
speed. Although current feed-forward models can produce 3D objects in seconds, their …

Grm: Large gaussian reconstruction model for efficient 3d reconstruction and generation

Y Xu, Z Shi, W Yifan, H Chen, C Yang, S Peng… - … on Computer Vision, 2024‏ - Springer
We introduce GRM, a large-scale reconstructor capable of recovering a 3D asset from
sparse-view images in around 0.1 s. GRM is a feed-forward transformer-based model that …

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 …

Mvsplat: Efficient 3d gaussian splatting from sparse multi-view images

Y Chen, H Xu, C Zheng, B Zhuang, M Pollefeys… - … on Computer Vision, 2024‏ - Springer
We introduce MVSplat, an efficient model that, given sparse multi-view images as input,
predicts clean feed-forward 3D Gaussians. To accurately localize the Gaussian centers, we …

Dreamgaussian4d: Generative 4d gaussian splatting

J Ren, L Pan, J Tang, C Zhang, A Cao, G Zeng… - arxiv preprint arxiv …, 2023‏ - arxiv.org
4D content generation has achieved remarkable progress recently. However, existing
methods suffer from long optimization times, a lack of motion controllability, and a low quality …

Cat3d: Create anything in 3d with multi-view diffusion models

R Gao, A Holynski, P Henzler, A Brussee… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Advances in 3D reconstruction have enabled high-quality 3D capture, but require a user to
collect hundreds to thousands of images to create a 3D scene. We present CAT3D, a …

Manigaussian: Dynamic gaussian splatting for multi-task robotic manipulation

G Lu, S Zhang, Z Wang, C Liu, J Lu, Y Tang - European Conference on …, 2024‏ - Springer
Performing language-conditioned robotic manipulation tasks in unstructured environments
is highly demanded for general intelligent robots. Conventional robotic manipulation …

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 …