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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]
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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.
Before that I received my B.Eng from Sun Yat-sen University, China.
%I was a research intern in Alibaba DAMO Academy, Shenzhen, working with Prof. Lei Zhang from December 2019 to November 2020.
I was a research intern in Osaka University, Japan, working with Prof. Yasuyuki Matsushita from June to November in 2019. I had worked closely with Prof. Kai Han and Prof. Boxin Shi.
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
Conference Proceedings
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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]
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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]
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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]
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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]
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Professional Services
Conference Reviewer: CVPR19, ICCV19, AAAI20, CVPR20, ECCV20, AAAI21, CVPR21
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
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