Guanying Chen   陈冠英

I am working on computer vision problems at Baidu. I received my Ph.D. degree from the Department of Computer Science at The University of Hong Kong in 2021, advised by Prof. Kenneth K.Y. Wong. Before that 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 physics-based vision, 3D vision, low-level vision, etc.

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News
2021-09: I will be joining Chinese University of Hong Kong (Shenzhen) as a Research Assistant Professor.
2021-07: One paper about HDR video reconstruction is accepted by ICCV 2021! Code and dataset are available.
2021-01: I have obtained my PhD degree from HKU! LaTex files for my PhD thesis can be found in Github.
Research Experiences
Dec 2019 - Nov 2020 Research intern at Alibaba DAMO Academy working with Prof. Lei Zhang.
Jun 2019 - Nov 2019 Research intern at Osaka University working with Prof. Yasuyuki Matsushita.
Jun 2016 - Aug 2016 Research intern at SenseTime.
Conference Proceedings
HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset
Guanying Chen, Chaofeng Chen, Shi Guo, Zhetong Liang, Kwan-Yee K. Wong, Lei Zhang
International Conference on Computer Vision (ICCV), 2021.
arXiv / Project Page / Code / Dataset / Supplementary

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

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

TOM-Net: Learning Transparent Object Matting from a Single Image
Guanying Chen*, Kai Han*, Kwan-Yee K. Wong (* equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018
Spotlight Presentation
PDF / arXiv / Project Page / Code / Video / Poster

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   (* equal contribution)
International Journal of Computer Vision (IJCV), 2019
PDF / arXiv / DOI / Project Page / Code / Supplementary

Preprints
Deep Face Video Inpainting via UV Mapping
Wenqi Yang, Zhenfang Chen, Chaofeng Chen, Guanying Chen, Kwan-Yee K. Wong
arXiv 2021
PDF

PhD Dissertation
Single View Analysis of Non-Lambertian Objects Based on Deep Learning
Guanying Chen
The University of Hong Kong, Pokfulam, Hong Kong, 2020.
PDF / HKU Thesis Online / LaTex


Website adapted from Jon Barron