Guanying Chen   陈冠英

I am currently a Research Assistant Professor at the Future Network of Intelligence Institute (FNii) and the School of Science and Engineering (SSE) at The Chinese University of Hong Kong, Shenzhen (CUHK-Shenzhen).

I received my Ph.D. degree from the Department of Computer Science at The University of Hong Kong (HKU) in 2021. Before that, I received my B.Eng from Sun Yat-sen University (SYSU).

My research interests are in computer vision and computational photography. Specifically, learning-based methods for 3D vision, neural rendering, low-level vision, etc.

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★ We are looking for MPhil/PhD students, Research Assistants, and Visiting Students. Please send me an email with your resume if you are interested in working with me.


News
Previous Experiences
Feb 2021 - Sep 2021 Research Developer at Baidu Vision Department.
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 and Prof. Boxin Shi.
Jun 2016 - Aug 2016 Research intern at SenseTime.
Jul 2015 - Aug 2015 Research intern at The University of Hong Kong working with Prof. Kenneth K.Y. Wong.
Research Highlight

CVPR23: Reconstructing 3D Dynamic Cloth from Monocular Videos

CVPR22: Jointly-aligned Implicit Face Function for Human Reconstruction

NeurIPS22: Neural Reflectance Field from a Single Viewpoint

ICCV21: Deep HDR Video Reconstruction and Real-world Dataset

ECCV22: Neural Inverse Rendering for Multi-view Photometric Stereo

TPAMI20: Deep Photometric Stereo for Non-Lambertian Surfaces

Selected Publications [More]
(# corresponding author, * equal contribution)
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos
Lingteng Qiu*, Guanying Chen*, Jiapeng Zhou, Mutian Xu, Junle Wang, Xiaoguang Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023.
arXiv / Project Page / Code

S3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint
Wenqi Yang, Guanying Chen#, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
Conference on Neural Information Processing Systems (NeurIPS), 2022.
arXiv / Project Page / Code

PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo
Wenqi Yang, Guanying Chen#, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong
European Conference on Computer Vision (ECCV), 2022.
arXiv / Project Page / Code

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 / Poster

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

Professional Services
  • Conference Reviewer: CVPR, ICCV, ECCV, NeurIPS, ICML, ICLR
  • Journal Reviewer: TPAMI, IJCV, TVCG, TMM, RA-L, PR, C&G, GMOD, IMAVIS, RCIM
  • 中国图象图形学学会(CSIG) 三维视觉专委会,委员
  • Valse执行领域主席委员会,委员
Honors and Awards
  • Top Reviewers in NeurIPS (2023)
  • CCF Excellent Graphics Open Source Dataset (MVImgNet), CCF CAD&CD (2023)
  • Global Top 100 Chinese Rising Stars in Artificial Intelligence, Baidu Scholar (2021)
  • M. Braun Postgraduate Prizes, HKU (2018-2019)
  • Hong Kong and China Gas Company Limited Postgraduate Prize, HKU (2018-2019)
  • University Postgraduate Fellowship (UPF), HKU (2016-2020)
  • Outstanding Graduate, SYSU (2016)
Student Mentoring (Current/Past)
  • Yuqi Zhang, PhD student at CUHKSZ advised by Prof. Shuguang Cui
  • Yingbin Zhou, PhD student at CUHKSZ advised by Prof. Shuguang Cui
  • Lingteng Qiu, PhD student at CUHKSZ advised by Prof. Xiaoguang Han
  • Wenqi Yang, PhD student at HKU advised by Prof. Kwan-Yee K. Wong
  • Yukang Cao, PhD student at HKU advised by Prof. Kwan-Yee K. Wong
  • Xiang Guo, PhD student at NPU advised by Prof. Yuchao Dai
Experience Sharing

Website adapted from Jon Barron