陈冠英

研究助理教授

教育背景

博士(香港大学)

学士(中山大学)

研究领域
计算机视觉;机器学习;计算机图形学
学术领域
计算机工程,电子工程
个人网站
电子邮件
chenguanying@cuhk.edu.cn
个人简介

陈冠英博士在中山大学和香港大学分别取得学士学位和博士学位。在加入香港中文大学(深圳)之前,他于百度公司从事计算机视觉研究工作。在读博士期间,有于阿里巴巴达摩院、大阪大学、和商汤科技的实习/访问经历。

他的研究兴趣为计算机视觉和深度学习,包括三维视觉、神经渲染、以及底层视觉。他的多篇研究工作发表在计算机视觉领域的顶级会议 (CVPR/ICCV/ECCV/NeurIPS) 和期刊(TPAMI/IJCV) 上,最近几年担任多个人工智能国际期刊和会议的审稿人。他也入选了2021百度全球AI华人新星百强榜单。

学术著作

* Joint first authors     # Corresponding author

  1. Wenqi Yang, Guanying Chen#, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong, S3-NeRF: Neural Reflectance Field from Shading and Shadow under a Single Viewpoint, Conference on Neural Information Processing Systems (NeurIPS), 2022.
  2. Wenqi Yang, Guanying Chen#, Chaofeng Chen, Zhenfang Chen, Kwan-Yee K. Wong, PS-NeRF: Neural Inverse Rendering for Multi-view Photometric Stereo, European Conference on Computer Vision (ECCV), 2022
  3. Haolin Liu*, Yujian Zheng*1, Guanying Chen, Shuguang Cui, Xiaoguang Han, Towards High-Fidelity Single-view Holistic Reconstruction of Indoor Scenes, European Conference on Computer Vision (ECCV), 2022.
  4. Yukang Cao, Guanying Chen, Kai Han, Wenqi Yang, Kwan-Yee K. Wong, JIFF: Jointly-aligned Implicit Face Function for High Quality Single View Clothed Human Reconstruction, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (Oral Presentation)
  5. Lingteng Qiu, Zhangyang Xiong, Xuhao Wang, KenKun Liu, Yihan Li, Guanying Chen, Xiaoguang Han, Shuguang Cui, ETHSeg: An Amodel Instance Segmentation Network and a Real-world Dataset for X-Ray Waste Inspection, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
  6. Guanying Chen, Chaofeng Chen, Shi Guo, Zhetong Liang, Kwan-Yee K. Wong, Lei Zhang, HDR Video Reconstruction: A Coarse-to-fine Network and A Real-world Benchmark Dataset, International Conference on Computer Vision (ICCV), 2021.
  7. Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong, Deep Photometric Stereo for Non-Lambertian Surfaces, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020.
  8. Guanying Chen, Kai Han, Boxin Shi, Yasuyuki Matsushita, Kwan-Yee K. Wong, Self-calibrating Deep Photometric Stereo Networks, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 (Oral Presentation).
  9. Guanying Chen*, Kai Han*, Kwan-Yee K. Wong, Learning Transparent Object Matting, International Journal of Computer Vision (IJCV), 2019.
  10. Guanying Chen*, Kai Han*, Kwan-Yee K. Wong, TOM-Net: Learning Transparent Object Matting from a Single Image, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 (Spotlight Presentation).