Sherf: Generalizable human nerf from a single image

S Hu, F Hong, L Pan, H Mei… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Existing Human NeRF methods for reconstructing 3D humans typically rely on
multiple 2D images from multi-view cameras or monocular videos captured from fixed …

Tech: Text-guided reconstruction of lifelike clothed humans

Y Huang, H Yi, Y Xiu, T Liao, J Tang… - … Conference on 3D …, 2024 - ieeexplore.ieee.org
Despite recent research advancements in reconstructing clothed humans from a single
image, accurately restoring the “unseen regions” with high-level details remains an …

Global-correlated 3d-decoupling transformer for clothed avatar reconstruction

Z Zhang, L Sun, Z Yang, L Chen… - Advances in Neural …, 2024 - proceedings.neurips.cc
Reconstructing 3D clothed human avatars from single images is a challenging task,
especially when encountering complex poses and loose clothing. Current methods exhibit …

Dinar: Diffusion inpainting of neural textures for one-shot human avatars

D Svitov, D Gudkov, R Bashirov… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present DINAR, an approach for creating realistic rigged fullbody avatars from single
RGB images. Similarly to previous works, our method uses neural textures combined with …

Sifu: Side-view conditioned implicit function for real-world usable clothed human reconstruction

Z Zhang, Z Yang, Y Yang - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
Creating high-quality 3D models of clothed humans from single images for real-world
applications is crucial. Despite recent advancements accurately reconstructing humans in …

Single-image 3d human digitization with shape-guided diffusion

B AlBahar, S Saito, HY Tseng, C Kim, J Kopf… - SIGGRAPH Asia 2023 …, 2023 - dl.acm.org
We present an approach to generate a 360-degree view of a person with a consistent, high-
resolution appearance from a single input image. NeRF and its variants typically require …

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 …

Contex-human: Free-view rendering of human from a single image with texture-consistent synthesis

X Gao, X Li, C Zhang, Q Zhang, Y Cao… - Proceedings of the …, 2024 - openaccess.thecvf.com
In this work we propose a method to address the challenge of rendering a 3D human from a
single image in a free-view manner. Some existing approaches could achieve this by using …

Sith: Single-view textured human reconstruction with image-conditioned diffusion

I Ho, J Song, O Hilliges - … of the IEEE/CVF Conference on …, 2024 - openaccess.thecvf.com
A long-standing goal of 3D human reconstruction is to create lifelike and fully detailed 3D
humans from single-view images. The main challenge lies in inferring unknown body …

Rana: Relightable articulated neural avatars

U Iqbal, A Caliskan, K Nagano… - Proceedings of the …, 2023 - openaccess.thecvf.com
We propose RANA, a relightable and articulated neural avatar for the photorealistic
synthesis of humans under arbitrary viewpoints, body poses, and lighting. We only require a …