Headnerf: A real-time nerf-based parametric head model

Y Hong, B Peng, H Xiao, L Liu… - Proceedings of the …, 2022 - openaccess.thecvf.com
In this paper, we propose HeadNeRF, a novel NeRF-based parametric head model that
integrates the neural radiance field to the parametric representation of the human head. It …

Reconstructing personalized semantic facial nerf models from monocular video

X Gao, C Zhong, J Xiang, Y Hong, Y Guo… - ACM Transactions on …, 2022 - dl.acm.org
We present a novel semantic model for human head defined with neural radiance field. The
3D-consistent head model consist of a set of disentangled and interpretable bases, and can …

Learning compositional radiance fields of dynamic human heads

Z Wang, T Bagautdinov, S Lombardi… - Proceedings of the …, 2021 - openaccess.thecvf.com
Photorealistic rendering of dynamic humans is an important ability for telepresence systems,
virtual shopping, synthetic data generation, and more. Recently, neural rendering methods …

Rignerf: Fully controllable neural 3d portraits

SR Athar, Z Xu, K Sunkavalli… - Proceedings of the …, 2022 - openaccess.thecvf.com
Volumetric neural rendering methods, such as neural ra-diance fields (NeRFs), have
enabled photo-realistic novel view synthesis. However, in their standard form, NeRFs do not …

Havatar: High-fidelity head avatar via facial model conditioned neural radiance field

X Zhao, L Wang, J Sun, H Zhang, J Suo… - ACM Transactions on …, 2023 - dl.acm.org
The problem of modeling an animatable 3D human head avatar under lightweight setups is
of significant importance but has not been well solved. Existing 3D representations either …

Kilonerf: Speeding up neural radiance fields with thousands of tiny mlps

C Reiser, S Peng, Y Liao… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
NeRF synthesizes novel views of a scene with unprecedented quality by fitting a neural
radiance field to RGB images. However, NeRF requires querying a deep Multi-Layer …

Semantic-aware implicit neural audio-driven video portrait generation

X Liu, Y Xu, Q Wu, H Zhou, W Wu, B Zhou - European conference on …, 2022 - Springer
Animating high-fidelity video portrait with speech audio is crucial for virtual reality and digital
entertainment. While most previous studies rely on accurate explicit structural information …

Geometry-guided progressive nerf for generalizable and efficient neural human rendering

M Chen, J Zhang, X Xu, L Liu, Y Cai, J Feng… - European Conference on …, 2022 - Springer
In this work we develop a generalizable and efficient Neural Radiance Field (NeRF) pipeline
for high-fidelity free-viewpoint human body synthesis under settings with sparse camera …

Masked wavelet representation for compact neural radiance fields

D Rho, B Lee, S Nam, JC Lee… - Proceedings of the …, 2023 - openaccess.thecvf.com
Neural radiance fields (NeRF) have demonstrated the potential of coordinate-based neural
representation (neural fields or implicit neural representation) in neural rendering. However …

Plenoctrees for real-time rendering of neural radiance fields

A Yu, R Li, M Tancik, H Li, R Ng… - Proceedings of the …, 2021 - openaccess.thecvf.com
We introduce a method to render Neural Radiance Fields (NeRFs) in real time using
PlenOctrees, an octree-based 3D representation which supports view-dependent effects …