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## Related Research

[PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization (CVPR 2020)](https://shunsukesaito.github.io/PIFuHD/)
Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo
**[PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization (CVPR 2020)](https://shunsukesaito.github.io/PIFuHD/)**
*Shunsuke Saito, Tomas Simon, Jason Saragih, Hanbyul Joo*

We further improve the quality of reconstruction by leveraging multi-level approach!

Learning to Digitize Animatable 3D Clothed Humans from Unconstrained Photos (CVPR 2020)
Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung
**Learning to Digitize Animatable 3D Clothed Humans from Unconstrained Photos (CVPR 2020)**
*Zeng Huang, Yuanlu Xu, Christoph Lassner, Hao Li, Tony Tung*

Learning PIFu in canonical space for animatable avatar generation!

[Robust 3D Self-portraits in Seconds (CVPR 2020)](http://www.liuyebin.com/portrait/portrait.html)
Zhe Li, Tao Yu, Chuanyu Pan, Zerong Zheng, Yebin Liu
**[Robust 3D Self-portraits in Seconds (CVPR 2020)](http://www.liuyebin.com/portrait/portrait.html)**
*Zhe Li, Tao Yu, Chuanyu Pan, Zerong Zheng, Yebin Liu*

They extend PIFu to RGBD + introduce "PIFusion" utilizing PIFu reconstruction for non-rigid fusion.

[Learning to Infer Implicit Surfaces without 3d Supervision (NeurIPS 2019)](http://papers.nips.cc/paper/9039-learning-to-infer-implicit-surfaces-without-3d-supervision.pdf)
Shichen Liu, Shunsuke Saito, Weikai Chen, Hao Li
**[Learning to Infer Implicit Surfaces without 3d Supervision (NeurIPS 2019)](http://papers.nips.cc/paper/9039-learning-to-infer-implicit-surfaces-without-3d-supervision.pdf)**
*Shichen Liu, Shunsuke Saito, Weikai Chen, Hao Li*

We answer to the question of "how can we learn implicit function if we don't have 3D ground truth?"

[SiCloPe: Silhouette-Based Clothed People (CVPR 2019, best paper finalist)](https://arxiv.org/pdf/1901.00049.pdf)
Ryota Natsume*, Shunsuke Saito*, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima (*-equal contribution)
**[SiCloPe: Silhouette-Based Clothed People (CVPR 2019, best paper finalist)](https://arxiv.org/pdf/1901.00049.pdf)**
*Ryota Natsume\*, Shunsuke Saito\*, Zeng Huang, Weikai Chen, Chongyang Ma, Hao Li, Shigeo Morishima*

Our first attempt to reconstruct 3D clothed human body with texture from a single image!

[Deep Volumetric Video from Very Sparse Multi-view Performance Capture (ECCV 2018)](http://openaccess.thecvf.com/content_ECCV_2018/papers/Zeng_Huang_Deep_Volumetric_Video_ECCV_2018_paper.pdf)
Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, Hao Li
**[Deep Volumetric Video from Very Sparse Multi-view Performance Capture (ECCV 2018)](http://openaccess.thecvf.com/content_ECCV_2018/papers/Zeng_Huang_Deep_Volumetric_Video_ECCV_2018_paper.pdf)**
*Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre, Linjie Luo, Chongyang Ma, Hao Li*

Implict surface learning for sparse view human performance capture!

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