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]


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 was a research intern in Osaka University, Japan, working with Prof. Yasuyuki Matsushita from June to November in 2019.

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]
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: CVPR 2019, ICCV 2019, AAAI 2020, CVPR 2020, ECCV 2020
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

Links to friends

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