Publications
SportsCap: Monocular 3D Human Motion Capture and Fine-grained Understanding in Challenging Sports Videos
Xin Chen, Anqi Pang, Wei Yang, Yuexin Ma, Lan Xu, Jingyi Yu
(Submit to IJCV 2020) International Journal of Computer Vision
We propose SportsCap – the first approach for simultaneously capturing 3D human motions and understanding fine-grained actions from monocular challenging sports video input.
TightCap: 3D Human Shape Capture with Clothing Tightness
Xin Chen, Anqi Pang, Wei Yang, Lan Xu, Jingyi Yu
(Submit to TOG 2020) ACM Transactions on Graphics
We present TightCap, a data-driven scheme to capture both the human shape and dressed garments accurately with only a single 3D human scan.
[ProjectPage] [ArxivPage] [Paper] [Code] [Video] [BibTex]
Pose2Body: Pose-Guided Human Parts Segmentation
Xin Chen*, Zhong Li*, Wangyiteng Zhou, Yingliang Zhang, Jingyi Yu
(ICME 2019 Oral, 15% accept rate) IEEE Conference on Multimedia and Expo
We present a novel technique that we call Pose2Body that robustly conducts human parts segmentation based on the pose estimation results.
Sparse Photometric 3D Face Reconstruction Guided by Morphable Models
Xuan Cao, Zhang Chen, Anpei Chen, Xin Chen, Shiying Li, Jingyi Yu
(CVPR 2018) IEEE Conference on Computer Vision and Pattern Recognition
We present a novel 3D face reconstruction technique that leverages sparse photometric stereo (PS) and the latest advances on face registration modeling from a single image.
AutoSweep: Recovering 3D Editable Objects from a Single Photograph
Xin Chen, Yuwei Li, Xi Luo, Tianjia Shao, Jingyi Yu, Kun Zhou, Youyi Zheng
(TVCG 2018) IEEE Transactions on Visualization and Computer Graphics
We present a fully automatic framework for extracting editable 3D objects directly from a single photograph.
Experience
Tecent YouTu Lab
Nov. 2020 - Present
Algorithm Engineer Intern
I work as a algorithm engineer intern at Tecent YouTu Lab in 2020 for researching on the 3D human body reconstruction.
DGene Digital Technology Inc.
Jul. 2018 - Dec. 2019
R&D Intern
I work as a part-time research and development intern at DGene Digital Technology Inc. and won the Best Outstanding Intern Award in 2018 for leading the mobile virtual fitting project.
University of Chinese Academy of Sciences
Sep. 2018 - Present
Ph.D. Student
I am now a Ph.D. student at VRVC under the supervision of Prof. Jingyi Yu, working on human performance capture including human reconstruction, clothing capture, and shape estimation.
ShanghaiTech University
Sep. 2016 - Jul. 2018
Master Student
I spent 2 years on computer graphics research, advised by Dr. Youyi Zheng and developed a fully automatic framework for recovering 3D editable objects from a single photograph, published on TVCG 2018.
Qingdao University of Technology
Sep. 2012 - Jul. 2016
Bachelor
I received a B.S. degree in electronic information science and technology and won honorable awards including:
Supervisors
Prof. Jingyi Yu - Supervisor
Dr. Youyi Zheng - Former Supervisor
Skills
Programming Languages
- C++ (OpenGL, OpenCV, Qt, Eigen, PCL, CUDA and so on. )
- C#
- Python (Pytorch, Tensorflow, Mxnet)
Softwares
- Visual Studio, Pycharm, Jupyter Notebook, Android Studio
- Matlab
- Unity3D, Blender
- Adobe Photoshop, Premiere
Others
- Latex, Markdown
- Leap Motion, HTC Vive