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) …

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 …

SplaTAM: Splat Track & Map 3D Gaussians for Dense RGB-D SLAM

N Keetha, J Karhade… - Proceedings of the …, 2024 - openaccess.thecvf.com
Dense simultaneous localization and map** (SLAM) is crucial for robotics and augmented
reality applications. However current methods are often hampered by the non-volumetric or …

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 …

Gaussian grou**: Segment and edit anything in 3d scenes

M Ye, M Danelljan, F Yu, L Ke - European Conference on Computer …, 2024 - Springer
Abstract The recent Gaussian Splatting achieves high-quality and real-time novel-view
synthesis of the 3D scenes. However, it is solely concentrated on the appearance and …

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 …

Drivinggaussian: Composite gaussian splatting for surrounding dynamic autonomous driving scenes

X Zhou, Z Lin, X Shan, Y Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present DrivingGaussian an efficient and effective framework for surrounding dynamic
autonomous driving scenes. For complex scenes with moving objects we first sequentially …

Street gaussians: Modeling dynamic urban scenes with gaussian splatting

Y Yan, H Lin, C Zhou, W Wang, H Sun, K Zhan… - … on Computer Vision, 2024 - Springer
This paper aims to tackle the problem of modeling dynamic urban streets for autonomous
driving scenes. Recent methods extend NeRF by incorporating tracked vehicle poses to …

Gaussian splatting slam

H Matsuki, R Murai, PHJ Kelly… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present the first application of 3D Gaussian Splatting in monocular SLAM the most
fundamental but the hardest setup for Visual SLAM. Our method which runs live at 3fps …

Gaussianeditor: Swift and controllable 3d editing with gaussian splatting

Y Chen, Z Chen, C Zhang, F Wang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Abstract 3D editing plays a crucial role in many areas such as gaming and virtual reality.
Traditional 3D editing methods which rely on representations like meshes and point clouds …