Learning neural volumetric representations of dynamic humans in minutes

C Geng, S Peng, Z Xu, H Bao… - Proceedings of the IEEE …, 2023 - openaccess.thecvf.com
This paper addresses the challenge of efficiently reconstructing volumetric videos of
dynamic humans from sparse multi-view videos. Some recent works represent a dynamic …

Blendfields: Few-shot example-driven facial modeling

K Kania, SJ Garbin, A Tagliasacchi… - Proceedings of the …, 2023 - openaccess.thecvf.com
Generating faithful visualizations of human faces requires capturing both coarse and fine-
level details of the face geometry and appearance. Existing methods are either data-driven …

Cloth texture preserving image-based 3D virtual try-on

X Hu, C Zheng, J Huang, R Luo, J Liu, T Peng - The Visual Computer, 2023 - Springer
Abstract 3D virtual try-on based on a single image can provide an excellent shopping
experience for Internet users and has enormous business potential. The existing methods of …

Motion-Oriented Compositional Neural Radiance Fields for Monocular Dynamic Human Modeling

J Kim, D Wee, D Xu - European Conference on Computer Vision, 2025 - Springer
This paper introduces Motion-oriented Compositional Neu-ral Radiance Fields (MoCo-
NeRF), a framework designed to perform free-viewpoint rendering of monocular human …

Intrinsicngp: Intrinsic coordinate based hash encoding for human nerf

B Peng, J Hu, J Zhou, X Gao… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Recently, many works have been proposed to utilize the neural radiance field for novel view
synthesis of human performers. However, most of these methods require hours of training …

Innovative AI techniques for photorealistic 3D clothed human reconstruction from monocular images or videos: a survey

S Yang, X Gu, Z Kuang, F Qin, Z Wu - The Visual Computer, 2024 - Springer
The reconstruction of high-quality 3D clothed humans from monocular images or videos has
gained popularity in recent years due to its significant practical applications. While several …

NECA: Neural Customizable Human Avatar

J Xiao, Q Zhang, Z Xu… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Human avatar has become a novel type of 3D asset with various applications. Ideally a
human avatar should be fully customizable to accommodate different settings and …

Surfel-based gaussian inverse rendering for fast and relightable dynamic human reconstruction from monocular video

Y Zhao, C Wu, B Huang, Y Zhi, C Zhao, J Wang… - arXiv preprint arXiv …, 2024 - arxiv.org
Efficient and accurate reconstruction of a relightable, dynamic clothed human avatar from a
monocular video is crucial for the entertainment industry. This paper introduces the Surfel …

InstantGeoAvatar: Effective Geometry and Appearance Modeling of Animatable Avatars from Monocular Video

A Budria, A Lopez-Rodriguez… - Proceedings of the …, 2024 - openaccess.thecvf.com
We present InstantGeoAvatar, a method for efficient and effective learning from monocular
video of detailed 3D geometry and appearance of animatable implicit human avatars. Our …

Template-free articulated neural point clouds for reposable view synthesis

L Uzolas, E Eisemann… - Advances in Neural …, 2024 - proceedings.neurips.cc
Abstract Dynamic Neural Radiance Fields (NeRFs) achieve remarkable visual quality when
synthesizing novel views of time-evolving 3D scenes. However, the common reliance on …