Xiaohong Liu's Homepage

Xiaohong Liu 刘笑宏

Tenure-Track Assisstant Professor

John Hopcroft Center for Computer Science
Shanghai Jiao Tong University

Email: xiaohongliu [at] sjtu [dot] edu [dot] cn
Office: SEIEE Building 3-301B

Biography Research Publications Services

Biography

Xiaohong Liu received his Ph.D. degree in Department of Electrical & Computer Engineering at McMaster University in Nov. 2021, supervised by Prof. Jun Chen. During the Ph.D., he visited Computer Vision Lab at Michigan State University, where he adviced by Prof. Xiaoming Liu. Since Jan. 2022, he has been with the John Hopcroft Center (JHC) for Computer Science at Shanghai Jiao Tong University (SJTU), where he is currently a tenure-track assisstant professor.

Xiaohong Liu was a recipient of the 2019-20 Borealis AI Fellowship. He also awarded an Alexander Graham Bell Canada Graduate Scholarship-Doctoral from Natural Sciences and Engineering Research Council of Canada (NSERC) in 2020, and an Ontario Graduate Scholarship in 2019.

Research Interest

My research interest mainly lies on Computer Vision, which includes, among others, image/video restoration and segmentation.

Prospective Students

I am always looking for enthusiastic and self-motivated students to work together on computer vision related topics. Please email me with your CV and transcripts if you are interested.

Publications

* Equal contribution, † Corresponding author

[CVPR] Video Frame Interpolation Transformer [Paper]
Zhihao Shi^*, Xiangyu Xu^*, Xiaohong Liu, Jun Chen, and Ming-Hsuan Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
[IEEE TBC] Learning for Unconstrained Space-Time Video Super-Resolution [Paper]
Zhihao Shi, Xiaohong Liu^†, Chengqi Li, Linhui Dai, Jun Chen, Timothy N Davidson, and Jiying Zhao
IEEE Transactions on Broadcasting, 2021
[IEEE TMM] Video Frame Interpolation via Generalized Deformable Convolution [Paper]
Zhihao Shi, Xiaohong Liu^†, Kangdi Shi, Linhui Dai, and Jun Chen^†
IEEE Transactions on Multimedia, 2021
[EURASIP JIVP] Single Image Super Resolution based on Multi-Scale Structure and Non-Local Smoothing [Paper]
Wenyi Wang, Jun Hu, Xiaohong Liu^†, Jiying Zhao, and Jianwen Chen
EURASIP Journal on Image and Video Processing, 2021
[IEEE TIP] Exploit Camera Raw Data for Video Super-Resolution via Hidden Markov Model Inference [Paper]
Xiaohong Liu^†, Kangdi Shi, Zhe Wang, and Jun Chen
IEEE Transactions on Image Processing, 2021
[ICANN] FMSNet: Underwater Image Restoration by Learning from a Synthesized Dataset [Paper]
Xiangyu Yin, Xiaohong Liu, and Huan Liu
International Conference on Artificial Neural Networks, 2021
[WACV] End-to-End Trainable Video Super-Resolution Based on A New Mechanism for Implicit Motion Estimation and Compensation [Paper]
Xiaohong Liu, Lingshi Kong, Yang Zhou, Jiying Zhao, and Jun Chen
IEEE/CVF Winter Conference on Applications of Computer Vision, 2020
[ECCVW] Awnet: Attentive Wavelet Network for Image ISP [Paper]
Linhui Dai^*, Xiaohong Liu^*, Chengqi Li, and Jun Chen
European Conference on Computer Vision Workshop, 2020
[ICCV] Griddehazenet: Attention-Based Multi-Scale Network for Image Dehazing [Paper]
Xiaohong Liu^*, Yongrui Ma^*, Zhihao Shi, and Jun Chen
IEEE/CVF International Conference on Computer Vision, 2019
[CWIT] Image Retrieval via Canonical Correlation Analysis [Paper]
Kangdi Shi, Xiaohong Liu, Muhammad Alrabeiah, Xintong Guo, Jie Lin, Huan Liu, and Jun Chen
16th Canadian Workshop on Information Theory, 2019
[IEEE TIP] Robust Multi-Frame Super-Resolution Based on Spatially Weighted Half-Quadratic Estimation and Adaptive BTV Regularization [Paper]
Xiaohong Liu, Lei Chen, Wenyi Wang, and Jiying Zhao^†
IEEE Transactions on Image Processing, 2018
[GlobalSIP] Video Super-Resolution via Dynamic Local Filter Network [Paper]
Yang Zhou, Xiaohong Liu, Lei Chen, Jiying Zhao
IEEE Global Conference on Signal and Information Processing, 2018
[GlobalSIP] Robust Multi-Frame Super-Resolution with Adaptive Norm Choice and Difference Curvature based BTV Regularization [Paper]
Xiaohong Liu and Jiying Zhao
IEEE Global Conference on Signal and Information Processing, 2017

Professional Services

Journal Reviewer:

IEEE Transactions on Image Processing
IEEE Transactions on Multimedia
IEEE Transactions on Broadcasting
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Intelligent Transportation Systems
Pattern Recognition

Conference Reviewer:

European Conference on Computer Vision (ECCV), 2023
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022
IEEE/CVF International Conference on Computer Vision (ICCV), 2021
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2020
Pacific Graphics (PG), 2020

since Apr. 2022
Last updated on Apr. 2022