Chen Guo

PhD Student
chen.guo@inf.ethz.ch
ETH Zurich, Department of Computer Science, STD, H 21
Stampfenbachstrasse 48, 8092 Zürich, Switzerland

Biography

I am a doctoral student at ETH supervised by Professor Otmar Hilliges and Doctor Julien Valentin. Before starting my Ph.D., I obtained my Master's degree in Robotics, Systems and Control from ETH Zurich.

Research Interests

My research interests mainly lie in 3D deep learning, especially in human avatar modeling and reconstruction.

More information about me on GitHub, Google scholar, Linkedin, and Twitter.

Publications

MultiPly: Reconstruction of Multiple People from Monocular Video in the Wild
Zeren Jiang*, Chen Guo*, Manuel Kaufmann, Tianjian Jiang, Julien Valentin, Otmar Hilliges, Jie Song * Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2024
Accepted as Oral Presentation (Top 3.3%)
Video Paper Code
4D-DRESS: A 4D Dataset of Real-World Human Clothing With Semantic Annotations
Wenbo Wang*, Hsuan-I Ho*, Chen Guo, Boxiang Rong, Artur Grigorev, Jie Song, Juan Zarate, Otmar Hilliges * Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2024
Accepted as Highlight (Top 11.9%)
Video Paper Data Code
EMDB: The Electromagnetic Database of Global 3D Human Pose and Shape in the Wild
Manuel Kaufmann, Jie Song, Chen Guo, Kaiyue Shen, Tianjian Jiang, Chengcheng Tang, Juan Zarate, Otmar Hilliges
International Conference on Computer Vision (ICCV), 2023
Video Paper Data Code
Vid2Avatar: 3D Avatar Reconstruction from Videos in the Wild via Self-supervised Scene Decomposition
Chen Guo, Tianjian Jiang, Xu Chen, Jie Song, Otmar Hilliges
Computer Vision and Pattern Recognition (CVPR), 2023
Video Paper Code
X-Avatar: Expressive Human Avatars
Kaiyue Shen*, Chen Guo*, Manuel Kaufmann, Juan Zarate, Julien Valentin, Jie Song, Otmar Hilliges * Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2023
Video Paper Data Code
Hi4D: 4D Instance Segmentation of Close Human Interaction
Yifei Yin, Chen Guo, Manuel Kaufmann, Juan Zarate, Jie Song, Otmar Hilliges
Computer Vision and Pattern Recognition (CVPR), 2023
Video Paper Data Code
PINA: Learning a Personalized Implicit Neural Avatar from a Single RGB-D Video Sequence
Zijian Dong*, Chen Guo*, Jie Song, Xu Chen, Andreas Geiger, Otmar Hilliges * Equal contribution
Computer Vision and Pattern Recognition (CVPR), 2022
Video Paper
Human Performance Capture from Monocular Video in the Wild
Chen Guo, Xu Chen, Jie Song, Otmar Hilliges
2021 International Conference on 3D Vision (3DV), 2021
Video Paper Code
Shape-aware Multi-Person Pose Estimation from Multi-view Images
Zijian Dong, Jie Song, Xu Chen, Chen Guo, Otmar Hilliges
International Conference on Computer Vision (ICCV), 2021
Video Paper Code

Academic Activities

Reviewing

2024
CVPR, ECCV
2023
CVPR, ICCV

Invited Talks

Student Theses

2023
Zeren Jiang Semester Project
Reconstruction of Multiple People from Monocular Video in the Wild.
Now: Incoming Ph.D. Student at University of Oxford.
Alessandro Burzio Master Thesis
Reconstruction of Human-Object Interaction.
Now: Incoming Ph.D. Student at Nvidia.
2022
Kaiyue Shen Master Thesis
Expressive Human Avatars.
Now: Deep Learning Engineer at Arbrea Labs AG.

Teaching