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Frontier Vision Lab

Publications

Low Light Image Enhancement

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Zhi Jin, Chenxi Wang, Xing Luo
Colorization-inspired Customized Low-Light Image Enhancement by A Decoupled Network
IEEE Transactions on Neural Networks and Learning Systems 2024.
[paper] [code]

Hongjun Wu, Chenxi Wang, Luwei Tu, Constantin Patsch, Zhi Jin*
CSPN: A Category-specific Processing Network for Low-light Image Enhancement
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 2024.
[paper] [code]

Jiahao Wu, Dandan Zhan, Zhi Jin*
Understanding and improving zero-reference deep curve estimation for low-light image enhancement
Applied Intelligence 2024.
[paper] [code]

Wei Wang, Zhi Jin*
CAPformer: Compression-Aware Pre-trained Transformer for Low-Light Image Enhancement
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2024. Best paper candidate.
[paper] [code]

Chenxi Wang, Hongjun Wu, and Zhi Jin*
FourLLIE: Boosting Low-Light Image Enhancement by Fourier Frequency Information
Proceedings of the 31th ACM International Conference on Multimedia (ACM MM) 2023.
[paper] [code]

Chenxi Wang, and Zhi Jin*
Brighten-and-Colorize: A Decoupled Network for Customized Low-Light Image Enhancement
Proceedings of the 31th ACM International Conference on Multimedia (ACM MM) 2023.
[paper] [code]

Hongjun Wu, Haoran Qi, Jingzhou Luo, Yining Li, and Zhi Jin*
A Lightweight Image Entropy-Based Divide-and-Conquer Network for Low-Light Image Enhancement
Proceedings of the IEEE International Conference on Multimedia & Expo (ICME) 2022.
[paper] [code]