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) …

State of the art on diffusion models for visual computing

R Po, W Yifan, V Golyanik, K Aberman… - Computer Graphics …, 2024 - Wiley Online Library
The field of visual computing is rapidly advancing due to the emergence of generative
artificial intelligence (AI), which unlocks unprecedented capabilities for the generation …

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 …

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 …

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 …

Humanrf: High-fidelity neural radiance fields for humans in motion

M Işık, M Rünz, M Georgopoulos, T Khakhulin… - ACM Transactions on …, 2023 - dl.acm.org
Representing human performance at high-fidelity is an essential building block in diverse
applications, such as film production, computer games or videoconferencing. To close the …

Sc-gs: Sparse-controlled gaussian splatting for editable dynamic scenes

YH Huang, YT Sun, Z Yang, X Lyu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Novel view synthesis for dynamic scenes is still a challenging problem in computer vision
and graphics. Recently Gaussian splatting has emerged as a robust technique to represent …

Gps-gaussian: Generalizable pixel-wise 3d gaussian splatting for real-time human novel view synthesis

S Zheng, B Zhou, R Shao, B Liu… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present a new approach termed GPS-Gaussian for synthesizing novel views of a
character in a real-time manner. The proposed method enables 2K-resolution rendering …

Spacetime gaussian feature splatting for real-time dynamic view synthesis

Z Li, Z Chen, Z Li, Y Xu - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Novel view synthesis of dynamic scenes has been an intriguing yet challenging problem.
Despite recent advancements simultaneously achieving high-resolution photorealistic …

Gaussian-flow: 4d reconstruction with dynamic 3d gaussian particle

Y Lin, Z Dai, S Zhu, Y Yao - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Abstract We introduce Gaussian-Flow a novel point-based approach for fast dynamic scene
reconstruction and real-time rendering from both multi-view and monocular videos. In …