Eva3d: Compositional 3d human generation from 2d image collections

F Hong, Z Chen, Y Lan, L Pan, Z Liu - arXiv preprint arXiv:2210.04888, 2022 - arxiv.org
Inverse graphics aims to recover 3D models from 2D observations. Utilizing differentiable
rendering, recent 3D-aware generative models have shown impressive results of rigid object …

Humannorm: Learning normal diffusion model for high-quality and realistic 3d human generation

X Huang, R Shao, Q Zhang, H Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent text-to-3D methods employing diffusion models have made significant
advancements in 3D human generation. However these approaches face challenges due to …

Gaussian shell maps for efficient 3d human generation

R Abdal, W Yifan, Z Shi, Y Xu, R Po… - Proceedings of the …, 2024 - openaccess.thecvf.com
Efficient generation of 3D digital humans is important in several industries including virtual
reality social media and cinematic production. 3D generative adversarial networks (GANs) …

Humanref: Single image to 3d human generation via reference-guided diffusion

J Zhang, X Li, Q Zhang, Y Cao… - Proceedings of the …, 2024 - openaccess.thecvf.com
Generating a 3D human model from a single reference image is challenging because it
requires inferring textures and geometries in invisible views while maintaining consistency …

Generating 3d people in scenes without people

Y Zhang, M Hassan, H Neumann… - Proceedings of the …, 2020 - openaccess.thecvf.com
We present a fully automatic system that takes a 3D scene and generates plausible 3D
human bodies that are posed naturally in that 3D scene. Given a 3D scene without people …

Get3dhuman: Lifting stylegan-human into a 3d generative model using pixel-aligned reconstruction priors

Z Xiong, D Kang, D Jin, W Chen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Fast generation of high-quality 3D digital humans is important to a vast number of
applications ranging from entertainment to professional concerns. Recent advances in …

Humangen: Generating human radiance fields with explicit priors

S Jiang, H Jiang, Z Wang, H Luo… - Proceedings of the …, 2023 - openaccess.thecvf.com
Recent years have witnessed the tremendous progress of 3D GANs for generating view-
consistent radiance fields with photo-realism. Yet, high-quality generation of human …

Humangaussian: Text-driven 3d human generation with gaussian splatting

X Liu, X Zhan, J Tang, Y Shan, G Zeng… - Proceedings of the …, 2024 - openaccess.thecvf.com
Realistic 3D human generation from text prompts is a desirable yet challenging task.
Existing methods optimize 3D representations like mesh or neural fields via score distillation …

Surface-aligned neural radiance fields for controllable 3d human synthesis

T Xu, Y Fujita, E Matsumoto - Proceedings of the IEEE/CVF …, 2022 - openaccess.thecvf.com
We propose a new method for reconstructing controllable implicit 3D human models from
sparse multi-view RGB videos. Our method defines the neural scene representation on the …

Avatargen: a 3d generative model for animatable human avatars

J Zhang, Z Jiang, D Yang, H Xu, Y Shi, G Song… - … on Computer Vision, 2022 - Springer
Unsupervised generation of clothed virtual humans with various appearance and
animatable poses is important for creating 3D human avatars and other AR/VR applications …