Dynamic 3d gaussians: Tracking by persistent dynamic view synthesis

J Luiten, G Kopanas, B Leibe, D Ramanan - arXiv preprint arXiv …, 2023 - arxiv.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 …

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 …

Dynmf: Neural motion factorization for real-time dynamic view synthesis with 3d gaussian splatting

A Kratimenos, J Lei, K Daniilidis - arXiv preprint arXiv:2312.00112, 2023 - arxiv.org
Accurately and efficiently modeling dynamic scenes and motions is considered so
challenging a task due to temporal dynamics and motion complexity. To address these …

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 …

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 …

Total-recon: Deformable scene reconstruction for embodied view synthesis

C Song, G Yang, K Deng, JY Zhu… - Proceedings of the …, 2023 - openaccess.thecvf.com
We explore the task of embodied view synthesis from monocular videos of deformable
scenes. Given a minute-long RGBD video of people interacting with their pets, we render the …

Deep 3d mask volume for view synthesis of dynamic scenes

KE Lin, L Xiao, F Liu, G Yang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Image view synthesis has seen great success in reconstructing photorealistic visuals, thanks
to deep learning and various novel representations. The next key step in immersive virtual …

High-fidelity and real-time novel view synthesis for dynamic scenes

H Lin, S Peng, Z Xu, T Xie, X He, H Bao… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
This paper aims to tackle the challenge of dynamic view synthesis from multi-view videos.
The key observation is that while previous grid-based methods offer consistent rendering …

Neural scene flow fields for space-time view synthesis of dynamic scenes

Z Li, S Niklaus, N Snavely… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
We present a method to perform novel view and time synthesis of dynamic scenes, requiring
only a monocular video with known camera poses as input. To do this, we introduce Neural …

An efficient 3d gaussian representation for monocular/multi-view dynamic scenes

K Katsumata, DM Vo, H Nakayama - arXiv preprint arXiv:2311.12897, 2023 - arxiv.org
In novel view synthesis of scenes from multiple input views, 3D Gaussian splatting emerges
as a viable alternative to existing radiance field approaches, delivering great visual quality …