Guanying Chen

Guanying Chen 陈冠英

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

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 machine learning. Specifically, learning based methods for 3D vision, physics-based vision, low-level vision, etc.

Email / CV / Github / Google Scholar / ORCID / DBLP

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

News

2022-07:	Two papers are accepted by ECCV 2022, more details coming soon!
2022-03:	I have shared some experiences in preparing figures for a paper with python in python_plot_utils.
2022-03:	Two papers are accepted by CVPR 2022, more details coming soon!
2021-11:	I have shared my experience in preparing a research paper with LaTex in latex_paper_writing_tips.
2021-07:	One paper about HDR video reconstruction is accepted by ICCV 2021! Code and dataset are available.

Previous Experiences

• Feb 2021 - Sep 2021	Working at Baidu Inc.
• 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.
• Jul 2015 - Aug 2015	Research assistant at Sun Yat-sen University working with Prof. Liang Lin.
• Jul 2015 - Aug 2015	Research intern at The University of Hong Kong working with Prof. Kenneth K.Y. Wong.

Conference Proceedings

	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
	Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes Haolin Liu, Yujian Zheng, Guanying Chen, Shuguang Cui, Xiaoguang Han European Conference on Computer Vision (ECCV), 2022. arXiv / Project Page
	JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. (Oral Presentation) arXiv / Project Page
	ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, KenKun Liu, Yihan Li, Guanying Chen, Xiaoguang Han, Shuguang Cui IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022. PDF / Project Page
	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
	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

Professional Services

• Conference Reviewer / Program Committee:
• IEEE Conference on Computer Vision and Pattern Recognition (CVPR): 2019-
• International Conference on Computer Vision (ICCV): 2019-
• European Conference on Computer Vision (ECCV): 2020-
• Conference on Neural Information Processing Systems (NeurIPS): 2022-
• The International Conference on Learning Representations (ICLR): 2021-
• Association for the Advancement of Artificial Intelligence (AAAI): 2020-
• Journal Reviewer:
• International Journal of Computer Vision (IJCV)
• Pattern Recognition (PR)
• IEEE Robotics and Automation Letters (IEEE-RAL)

Teaching Experiences

• [2016 - 2017 Fall] COMP7404 Computational Intelligence and Machine Learning, Teaching Assistant (HKU)

Awards

• 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)

Team Members

• Yuqi Zhang (PhD student starting from Sep. 2022)
• Co-supervised with Prof. Shuguang Cui
• B.E. and M.S. all with Nanjing University of Aeronautics and Astronautics

• Yingbin Zhou (PhD student starting from Sep. 2022)
• Co-supervised with Prof. Shuguang Cui
• B.E. with Shantou University and M.S. with Sun Yat-sen University

Collaborating Students

• 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

• Lingteng Qiu, PhD student at CUHKSZ advised by Prof. Xiaoguang Han

• Xiang Guo, PhD student at NPU advised by Prof. Yuchao Dai

Website adapted from Jon Barron