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 …

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 …

Align your gaussians: Text-to-4d with dynamic 3d gaussians and composed diffusion models

H Ling, SW Kim, A Torralba… - Proceedings of the …, 2024 - openaccess.thecvf.com
Text-guided diffusion models have revolutionized image and video generation and have
also been successfully used for optimization-based 3D object synthesis. Here we instead …

Gaussianformer: Scene as gaussians for vision-based 3d semantic occupancy prediction

Y Huang, W Zheng, Y Zhang, J Zhou, J Lu - European Conference on …, 2024 - Springer
Abstract 3D semantic occupancy prediction aims to obtain 3D fine-grained geometry and
semantics of the surrounding scene and is an important task for the robustness of vision …

Vr-gs: A physical dynamics-aware interactive gaussian splatting system in virtual reality

Y Jiang, C Yu, T **e, X Li, Y Feng, H Wang… - ACM SIGGRAPH 2024 …, 2024 - dl.acm.org
As 3D content becomes increasingly prevalent, there'sa growing focus on the development
of engagements with 3D virtual content. Unfortunately, traditional techniques for creating …

Octree-gs: Towards consistent real-time rendering with lod-structured 3d gaussians

K Ren, L Jiang, T Lu, M Yu, L Xu, Z Ni, B Dai - arxiv preprint arxiv …, 2024 - arxiv.org
The recent 3D Gaussian splatting (3D-GS) has shown remarkable rendering fidelity and
efficiency compared to NeRF-based neural scene representations. While demonstrating the …

Generative ai meets 3d: A survey on text-to-3d in aigc era

C Li, C Zhang, J Cho, A Waghwase, LH Lee… - arxiv preprint arxiv …, 2023 - arxiv.org
Generative AI has made significant progress in recent years, with text-guided content
generation being the most practical as it facilitates interaction between human instructions …

Tc4d: Trajectory-conditioned text-to-4d generation

S Bahmani, X Liu, W Yifan, I Skorokhodov… - … on Computer Vision, 2024 - Springer
Recent techniques for text-to-4D generation synthesize dynamic 3D scenes using
supervision from pre-trained text-to-video models. However, existing representations, such …