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 …

Gaussianavatars: Photorealistic head avatars with rigged 3d gaussians

S Qian, T Kirschstein, L Schoneveld… - Proceedings of the …, 2024 - openaccess.thecvf.com
We introduce GaussianAvatars a new method to create photorealistic head avatars that are
fully controllable in terms of expression pose and viewpoint. The core idea is a dynamic 3D …

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 …

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 …

Dreamhuman: Animatable 3d avatars from text

N Kolotouros, T Alldieck, A Zanfir… - Advances in …, 2024 - proceedings.neurips.cc
Abstract We present\emph {DreamHuman}, a method to generate realistic animatable 3D
human avatar models entirely from textual descriptions. Recent text-to-3D methods have …

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 …

4k4d: Real-time 4d view synthesis at 4k resolution

Z Xu, S Peng, H Lin, G He, J Sun… - Proceedings of the …, 2024 - openaccess.thecvf.com
This paper targets high-fidelity and real-time view synthesis of dynamic 3D scenes at 4K
resolution. Recent methods on dynamic view synthesis have shown impressive rendering …

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 …

Dna-rendering: A diverse neural actor repository for high-fidelity human-centric rendering

W Cheng, R Chen, S Fan, W Yin… - Proceedings of the …, 2023 - openaccess.thecvf.com
Realistic human-centric rendering plays a key role in both computer vision and computer
graphics. Rapid progress has been made in the algorithm aspect over the years, yet existing …

Ash: Animatable gaussian splats for efficient and photoreal human rendering

H Pang, H Zhu, A Kortylewski… - Proceedings of the …, 2024 - openaccess.thecvf.com
Real-time rendering of photorealistic and controllable human avatars stands as a
cornerstone in Computer Vision and Graphics. While recent advances in neural implicit …