Kelvin C.K. Chan

I am currently a third-year Ph.D. student at MMLab@NTU under the supervision of Prof. Chen Change Loy. Before joining NTU, I received my M.Phil. degree in Mathematics as well as my B.Sc. and B.Eng. degrees from The Chinese University of Hong Kong.

My current research interest focuses on computer vision, especially image and video restoration.

Email  /  Google Scholar  /  GitHub

News

[09/2021] I am selected as an outstanding reviewer for ICCV 2021.
[08/2021] The code of BasicVSR++ is now available in MMEditing.
[05/2021] The code of GLEAN is now available in MMEditing.
[05/2021] The core code of our offset-fidelity loss is available here.
[04/2021] Our winning solution BasicVSR++ is released to arXiv.
[04/2021] Our team NTU-SLab won 3 champions and 1 runner-up in NTIRE 2021 Video Restoration Challenges.
[04/2021] Invited talk from SenseTime about Super-Resolution. You can find the video here .
[04/2021] The code of BasicVSR is now available in MMEditing.
[04/2021] I joined OpenMMLab to help maintain MMEditing.
[03/2021] Three papers accepted to CVPR21 (1 Oral, 2 Posters).
[12/2020] One paper accepted to AAAI21.

Publications
BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment
Kelvin C.K. Chan, Shangchen Zhou, Xiangyu Xu, Chen Change Loy
arXiv preprint arXiv:2104.13371
Champions, NTIRE 2021 Challenges on Video Restoration and Enhancement
[ Paper (arXiv) ] [ Project Page ][ Codes ] [ YouTube ]
GLEAN: Generative Latent Bank for Large-Factor Image Super-Resolution
Kelvin C.K. Chan, Xintao Wang, Xiangyu Xu, Jinwei Gu, Chen Change Loy
CVPR, 2021 (Oral)
[ Paper (arXiv) ] [ Paper (High-Res) ] [ Project Page ] [ Codes ]
BasicVSR: The Search for Essential Components in Video Super-Resolution and Beyond
Kelvin C.K. Chan, Xintao Wang, Ke Yu, Chao Dong, Chen Change Loy
CVPR, 2021
[ Paper (arXiv) ] [ Project Page ][ Codes ]
Robust Reference-based Super-Resolution via C²-Matching
Yuming Jiang, Kelvin C.K. Chan, Xintao Wang, Chen Change Loy, Ziwei Liu
CVPR, 2021
[ Paper (arXiv) ] [ Project Page ] [ Codes ] [ Dataset ]
Understanding Deformable Alignment in Video Super-Resolution
Kelvin C.K. Chan*, Xintao Wang*, Ke Yu, Chao Dong, Chen Change Loy
AAAI, 2021
* Equal contribution
[ Paper (arXiv) ][ Project Page ][ Codes ]
EDVR: Video Restoration with Enhanced Deformable Convolutional Networks
Xintao Wang, Kelvin C.K. Chan, Ke Yu, Chao Dong, Chen Change Loy
CVPRW, 2019
Champions, NTIRE 2019 Challenges on Video Restoration and Enhancement
[ Paper (arXiv) ] [ Project Page ] [ Codes ]
Academic Service

  • Conference reviewer: AAAI, CVPR, ICCV (outstanding reviwer, 2021)
  • Journal reviewer: IJCV, IET Computer Vision




  • Thanks Jon Barron for sharing the website codes.