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 mapping (SLAM) is crucial for robotics and augmented
reality applications. However current methods are often hampered by the non-volumetric or …

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 …

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 …

Gaussianavatar: Towards realistic human avatar modeling from a single video via animatable 3d gaussians

L Hu, H Zhang, Y Zhang, B Zhou… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present GaussianAvatar an efficient approach to creating realistic human avatars with
dynamic 3D appearances from a single video. We start by introducing animatable 3D …

Hugs: Human gaussian splats

M Kocabas, JHR Chang, J Gabriel… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in neural rendering have improved both training and rendering times by
orders of magnitude. While these methods demonstrate state-of-the-art quality and speed …

Animatable gaussians: Learning pose-dependent gaussian maps for high-fidelity human avatar modeling

Z Li, Z Zheng, L Wang, Y Liu - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Modeling animatable human avatars from RGB videos is a long-standing and challenging
problem. Recent works usually adopt MLP-based neural radiance fields (NeRF) to represent …