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 …

4d gaussian splatting for real-time dynamic scene rendering

G Wu, T Yi, J Fang, L **e, X Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Representing and rendering dynamic scenes has been an important but challenging task.
Especially to accurately model complex motions high efficiency is usually hard to guarantee …

Deformable 3d gaussians for high-fidelity monocular dynamic scene reconstruction

Z Yang, X Gao, W Zhou, S Jiao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Implicit neural representation has paved the way for new approaches to dynamic scene
reconstruction. Nonetheless cutting-edge dynamic neural rendering methods rely heavily on …

Nerfstudio: A modular framework for neural radiance field development

M Tancik, E Weber, E Ng, R Li, B Yi, T Wang… - ACM SIGGRAPH 2023 …, 2023 - dl.acm.org
Neural Radiance Fields (NeRF) are a rapidly growing area of research with wide-ranging
applications in computer vision, graphics, robotics, and more. In order to streamline the …

K-planes: Explicit radiance fields in space, time, and appearance

S Fridovich-Keil, G Meanti… - Proceedings of the …, 2023 - openaccess.thecvf.com
We introduce k-planes, a white-box model for radiance fields in arbitrary dimensions. Our
model uses d-choose-2 planes to represent a d-dimensional scene, providing a seamless …

Hexplane: A fast representation for dynamic scenes

A Cao, J Johnson - … of the IEEE/CVF Conference on …, 2023 - openaccess.thecvf.com
Modeling and re-rendering dynamic 3D scenes is a challenging task in 3D vision. Prior
approaches build on NeRF and rely on implicit representations. This is slow since it requires …

Dynamic 3d gaussians: Tracking by persistent dynamic view synthesis

J Luiten, G Kopanas, B Leibe… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
We present a method that simultaneously addresses the tasks of dynamic scene novel-view
synthesis and six degree-of-freedom (6-DOF) tracking of all dense scene elements. We …

Text-to-3d using gaussian splatting

Z Chen, F Wang, Y Wang, H Liu - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Automatic text-to-3D generation that combines Score Distillation Sampling (SDS) with the
optimization of volume rendering has achieved remarkable progress in synthesizing realistic …

Objaverse: A universe of annotated 3d objects

M Deitke, D Schwenk, J Salvador… - Proceedings of the …, 2023 - openaccess.thecvf.com
Massive data corpora like WebText, Wikipedia, Conceptual Captions, WebImageText, and
LAION have propelled recent dramatic progress in AI. Large neural models trained on such …