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Project Splinter


Human Digitalization with Implicit Representation



Media Coverage




Ruilong Li
Yuliang Xiu
Shunsuke Saito
Zeng Huang
Kyle Olszewski
Hao Li

New Works

ICON: Implicit Clothed humans Obtained from Normals

CVPR 2022

Volumetric Human Teleportation

SIGGRAPH RTL 2020

(Best in Show Award)

MonoPort: Monocular Real-Time Volumetric Performance Capture

ECCV 2020

Previous Works

PIFuHD: Multi-Level Pixel-Aligned Implicit Function for High-Resolution 3D Human Digitization

CVPR 2020 (Oral)

ARCH: Animatable Reconstruction of Clothed Humans

CVPR 2020

PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization

ICCV 2019

SiCloPe: Silhouette-Based Clothed People

CVPR 2019

(Best Paper Finalist)

Deep Volumetric Video From Very Sparse Multi-View Performance Capture

ECCV 2018

Related Works of Other Teams

Learning Implicit Fields for Generative Shape Modeling
SFU GrUVi Lab

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.

Zhiqin Chen, Hao Zhang
Combining Implicit Function Learning and Parametric Models for 3D Human Reconstruction
MPI-Inf

European Conference on Computer Vision (ECCV), 2020.

Bharat Lal Bhatnagar, Cristian Sminchisescu, Christian Theobalt, Gerard Pons-Moll
Implicit Functions in Feature Space for 3D Shape Reconstruction and Completion
MPI-Inf

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

Julian Chibane, Thiemo Alldieck, Gerard Pons-Moll
Neural Articulated Shape Approximation
MPI-Inf

European Conference on Computer Vision (ECCV), 2020.

Boyang Deng, JP Lewis, Timothy Jeruzalski, Gerard Pons-Moll, Geoffrey Hinton, Mohammad Norouzi, Andrea Tagliasacchi
Robust 3D Self-portraits in Seconds
Tsinghua

IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020.

Zhe Li, Tao Yu, Chuanyu Pan, Zerong Zheng, Yebin Liu
PaMIR: Parametric Model-Conditioned Implicit Representation for Image-based Human Reconstruction
Tsinghua

Arxiv 2020

Zerong Zheng, Tao Yu, Yebin Liu, Qionghai Dai
Geo-PIFu: Geometry and Pixel Aligned Implicit Functions for Single-view Human Reconstruction
UCLA

Arxiv 2020

Tong He, John Collomosse, Hailin Jin, Stefano Soatto