Frontier Vision Lab

Publications

Image Super-resolution

Zongyao He, Zhi Jin*
Latent Modulated Function for Computational Optimal Continuous Image Representation
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024. Hightlight Paper.
[paper] [code]

Zongyao He, Zhi Jin*
Dynamic Implicit Image Function for Efficient Arbitrary-Scale Image Representation
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2024.
[paper] [code]

Hongjun Wu, Haoran Qi, Huanrong Zhang, Zhi Jin*, Driton Salihu, and Jian-Fang Hu
Reconstruction with robustness: A semantic prior guided face super-resolution framework for multiple degradations
Image and Vision Computing 2023.
[paper] [code]

Haoran Qi, Yuwei Qiu, Xing Luo, and Zhi Jin*
An Efficient Latent Style Guided Transformer-CNN Framework for Face Super-Resolution
IEEE Transactions on Multimedia (TMM) 2023.
[paper] [code]

Zongyao He, Zhi Jin*, Yao Zhao
SRDRL: A Blind Super-Resolution Framework With Degradation Reconstruction Loss
IEEE Transactions on Multimedia (TMM) 2021.
[paper] [code]

Huanrong Zhang, Jie Xiao, Zhi Jin*
Multi-scale Image Super-Resolution via A Single Extendable Deep Network
IEEE Journal of Selected Topics in Signal Processing (JSTSP) 2021.
[paper] [code]

Huanrong Zhang, Zhi Jin*, Xiaojun Tan, Xiying Li
Towards Lighter and Faster: Learning Wavelets Progressively for Image Super-Resolution
Proceedings of the 28th ACM International Conference on Multimedia (ACM MM) 2020.
[paper] [code]