Zheng Hui (惠 政)

MGTV, Shanhai Academy (山海研究院)
Changsha, Hunan, China
Email: zheng_hui@aliyun.com
Competition team name: rainbow
[Google Scholar] [Github]

Biography

I got my Ph.D. degree from Video & Image Processing System Lab, Xidian University, supervised by Prof. Xinbo Gao. I received the B.S. degree in electronic and information engineering from Xidian University, China, in 2016.

Research Interest

My research interests include text-to-image, image editing, controllable video generation, and video understanding.

芒果TV山海研究院 长期招收研究型实习生,欢迎感兴趣的同学联系
欢迎发送简历至 huizheng@mgtv.com
实习的主要任务为发表顶会论文

主要研究方向:

News

Selected Publications

 

Learning the Non-differentiable Optimization for Blind Super-Resolution

Zheng Hui, Jie Li, Xiumei Wang, Xinbo Gao*
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2021.
[Paper]

 

Progressive Perception-Oriented Network for Single Image Super-Resolution

Zheng Hui, Jie Li, Xinbo Gao*, Xiumei Wang
Information Sciences(INS), 2021.
[Paper] [PyTorch Code]

 

Lightweight Image Super-Resolution with Feature Enhancement Residual Network

Zheng Hui, Xinbo Gao*, Xiumei Wang
Neurocomputing, 2020.
[Paper]

 

Image Fine-grained Inpainting

Zheng Hui, Jie Li, Xiumei Wang, Xinbo Gao*
arXiv preprint arXiv:2002.02609, 2020.
[Paper] [Supp] [PyTorch Code]

 

Lightweight Image Super-Resolution with Information Multi-distillation Network

Zheng Hui, Xinbo Gao, Yunchu Yang, Xiumei Wang*
Proceedings of the 27th ACM International Conference on Multimedia(ACM MM), 2019.
[Paper] [PyTorch Code]

 

Perception-preserving convolutional networks for image enhancement on smartphones

Zheng Hui, Xiumei Wang*, Lirui Deng, Xinbo Gao
Proceedings of the European Conference on Computer Vision Workshop(ECCVW), 2018.
[Paper] [TensorFlow Code]

 

Fast and Accurate Single Image Super-Resolution via Information Distillation Network

Zheng Hui, Xiumei Wang*, Xinbo Gao
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), 2018.
[Paper] [Caffe Code] [TensorFlow Code]

Awards

Services

Journal Reviewer:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Computational Imaging (TCI)
  • Signal Processing Letters (SPL)
  • Neurocomputing