Guanying Chen   陈冠英

Hi, I am Guanying. I am currently an Associate Professor at the School of Cyber Science and Technology, Sun Yat-sen University (SYSU). [中文主页]

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.

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

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

★ I am looking for Postdoc, PhD/Postgraduate students(2025 Fall), and RAs to work with me at SYSU, Shenzhen Campus. ☞ Details.

News
Previous Experiences
  • Oct 2021 - Mar 2024
    Research Assistant Professor at The Chinese University of Hong Kong, Shenzhen.
  • 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

CVPR24: Neural Aerial Urban Semantic and Building Instance Lifting

CVPR24: A Generalizable Normal-Depth Diffusion Model for Text-to-3D

CVPR23: Reconstructing 3D Dynamic Cloth from Monocular Videos

NeurIPS22: Neural Reflectance Field from a Single Viewpoint

ECCV22: Neural Inverse Rendering for Multi-view Photometric Stereo

ICCV21: Deep HDR Video Reconstruction and Real-world Dataset

TPAMI22: Deep Photometric Stereo for Non-Lambertian Surfaces

IJCV19: Learning Transparent Object Matting from a Single Image

Publications [Selected] [More]
(# corresponding author, * equal contribution)
Aerial Lifting: Neural Urban Semantic and Building Instance Lifting from Aerial Imagery
Yuqi Zhang, Guanying Chen#, Jiaxing Chen, Shuguang Cui
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
arXiv / Project Page / Code
RichDreamer: A Generalizable Normal-Depth Diffusion Model for Detail Richness in Text-to-3D
Lingteng Qiu*, Guanying Chen*, Xiaodong Gu*, Qi Zuo, Mutian Xu, Yushuang Wu, Weihao Yuan, Zilong Dong, Liefeng Bo, Xiaoguang Han
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024 (Highlight)
arXiv / Project Page / Code
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
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), 44(1):129-142, January 2022
arXiv / DOI / Code (PS-FCN) / Code (LCNet) / Supplementary
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 / Poster
Self-calibrating Deep Photometric Stereo Networks
Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral Presentation)
PDF / arXiv / Project Page / Code / Supplementary / Video / Poster
TOM-Net: Learning Transparent Object Matting from a Single Image
Guanying Chen*, Kai Han*, Kwan-Yee K. Wong
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight Presentation)
PDF / arXiv / Project Page / Code / Video / Poster
Professional Services
  • Area Chair: NeurIPS 2024
  • 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三维视觉(CSIG-3DV)专委会,委员
  • 视觉与学习青年学者研讨会(Valse)执行领域主席委员会,委员
  • 计算机图形学与混合现实在线平台(GAMES)执行委员会,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)
Experience Sharing / 经验分享

Website adapted from Jon Barron