ARCH: Animatable Reconstruction of Clothed Humans

@article{Huang2020ARCHAR,
  title={ARCH: Animatable Reconstruction of Clothed Humans},
  author={Zeng Huang and Yuanlu Xu and Christoph Lassner and H. Li and Tony Tung},
  journal={2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
  year={2020},
  pages={3090-3099}
}
  • Zeng Huang, Yuanlu Xu, +2 authors Tony Tung
  • Published 2020
  • Computer Science, Engineering
  • 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
In this paper, we propose ARCH (Animatable Reconstruction of Clothed Humans), a novel end-to-end framework for accurate reconstruction of animation-ready 3D clothed humans from a monocular image. Existing approaches to digitize 3D humans struggle to handle pose variations and recover details. Also, they do not produce models that are animation ready. In contrast, ARCH is a learned pose-aware model that produces detailed 3D rigged full-body human avatars from a single unconstrained RGB image. A… Expand
36 Citations
PeeledHuman: Robust Shape Representation for Textured 3D Human Body Reconstruction
  • PDF
S3: Neural Shape, Skeleton, and Skinning Fields for 3D Human Modeling
  • 1
  • PDF
Vid2Actor: Free-viewpoint Animatable Person Synthesis from Video in the Wild
  • PDF
Pose-Guided Human Animation from a Single Image in the Wild
  • PDF
SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks
  • Shunsuke Saito, Jinlong Yang, Qianli Ma, M. Black
  • Computer Science
  • ArXiv
  • 2021
  • 3
  • Highly Influenced
  • PDF
ANR: Articulated Neural Rendering for Virtual Avatars
  • 1
  • PDF
Dynamic Surface Function Networks for Clothed Human Bodies
  • PDF
...
1
2
3
4
...

References

SHOWING 1-10 OF 54 REFERENCES
Video Based Reconstruction of 3D People Models
  • 164
  • PDF
DeepWrinkles: Accurate and Realistic Clothing Modeling
  • 72
  • PDF
SiCloPe: Silhouette-Based Clothed People
  • 66
  • PDF
PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization
  • 214
  • PDF
End-to-End Recovery of Human Shape and Pose
  • 574
  • Highly Influential
  • PDF
DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare
  • Yuanlu Xu, S. Zhu, Tony Tung
  • Computer Science, Engineering
  • 2019 IEEE/CVF International Conference on Computer Vision (ICCV)
  • 2019
  • 52
  • PDF
Detailed, Accurate, Human Shape Estimation from Clothed 3D Scan Sequences
  • 108
  • PDF
Detailed Human Shape and Pose from Images
  • 314
  • PDF
Articulated mesh animation from multi-view silhouettes
  • 532
  • PDF
BodyNet: Volumetric Inference of 3D Human Body Shapes
  • 180
  • Highly Influential
  • PDF
...
1
2
3
4
5
...