Guanying Chen
陈冠英

PhD Candidate
Department of Computer Science
The University of Hong Kong

Email: gychen at cs.hku.hk
Office: CB411, Chow Yei Ching Building, Pokfulam Road
[Github] [Google Scholar] [LinkedIn] [ORCID]


About Me

I am a Ph.D. student in the Department of Computer Science at The University of Hong Kong, working with Prof. Kenneth K.Y. Wong.
I am a research intern in Alibaba DAMO Academy, Shenzhen, working with Prof. Lei Zhang.
I was a research intern in Osaka University, Japan, working with Prof. Yasuyuki Matsushita from June to November in 2019.
I had also worked closely with Dr. Kai Han and Prof. Boxin Shi.
I received my B.Eng from Sun Yat-sen University, China.

My research interests are in computer vision and machine learning. Specifically, learning based methods for low-level vision, physics-based vision, 3D vision, etc.


News

[July 2020]  One paper has been accepted in ECCV 2020!
[June 2020]  One paper has been accepted in TPAMI!


Publications

Academic Journals

Deep Photometric Stereo for Non-Lambertian Surfaces
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
[PDF] [arXiv] [DOI] [Code (PS-FCN)] [Code (LCNet)] [Supplementary]
Learning Transparent Object Matting
Guanying Chen*, Kai Han*, Kwan-Yee K. Wong (* indicates equal contribution)
International Journal of Computer Vision (IJCV), 2019.
[PDF] [arXiv] [DOI] [Project Page] [Code] [Supplementary]

Conference Proceedings

What is Learned in Deep Uncalibrated Photometric Stereo?
Guanying Chen, Michael Waechter, Boxin Shi, Kwan-Yee K. Wong, Yasuyuki Matsushita
European Conference on Computer Vision (ECCV), 2020.
[PDF] [Project Page] [Code] [Video] [Supplementary]
Self-calibrating Deep Photometric Stereo Networks
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019.
Oral Presentation
[PDF] [arXiv] [Project Page] [Code] [Supplementary] [Video] [Poster PDF / LaTex]
PS-FCN: A Flexible Learning Framework for Photometric Stereo
Guanying Chen, Kai Han, Kwan-Yee K. Wong
European Conference on Computer Vision (ECCV), 2018.
[PDF] [arXiv] [Project Page] [Code] [Video] [Poster PDF / LaTex]
TOM-Net: Learning Transparent Object Matting from a Single Image
Guanying Chen*, Kai Han*, Kwan-Yee K. Wong (* indicates equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
Spotlight Presentation
[PDF] [arXiv] [Project Page] [Code] [Video] [Poster PDF / LaTex]

Professional Services

Conference Reviewer: CVPR19, ICCV19, AAAI20, CVPR20, ECCV20, AAAI21
Journal Reviewer: Pattern Recognition

Awards

M. Braun Postgraduate Prizes, HKU 2018-2019
Hong Kong and China Gas Company Limited Postgraduate Prize, HKU 2018-2019
University Postgraduate Fellowship, HKU 2016-2020

Links to friends

Xiaolong Zhu, Xiao Tan, Kai Han, Wei Liu, Chaofeng Chen, Zhenfang Chen