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
[CV] [GitHub] [Google Scholar] [LinkedIn]


About Me

I am a Ph.D. student in the Department of Computer Science at The University of Hong Kong, supervised by Prof. Kenneth K.Y. Wong. Prior to studying at HKU, I received my B.Eng. in 2016 from Sun Yat-sen University, China. I am currently a research intern in Osaka University, Japan, supervised by Prof. Yasuyuki Matsushita. My research interests are in computer vision and machine learning. Specifically, learning based methods for 3D vision, physics-based vision, environment matting, etc.


News

[July 2019]  One paper has been accepted in IJCV!
[Mar 2019]  One paper has been accepted as an oral paper in CVPR 2019. Our code has been released!
[Feb 2019]  I will be a research intern at Osaka University in Japan from June to November, 2019!


Publications [Bibtex]

Learning Transparent Object Matting
Guanying Chen*, Kai Han*, Kwan-Yee K. Wong (* indicates equal contribution)
International Journal of Computer Vision (IJCV), 2019.
Journal extension for TOM-Net (CVPR 2018)
[PDF] [DOI] [Project Page] [Code] [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] [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] [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] [Project Page] [Code] [Video] [Poster PDF / LaTex]

Professional Services

Program Committee Member: AAAI 2020
Conference Reviewer: CVPR 2019, ICCV 2019
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
Outstanding Graduate, SYSU 2016