Self-Supervised Low-Light Image Enhancement Using Discrepant Untrained Network Priors
Jinxiu Liang,
Yong Xu,
Yuhui Quan,
Boxin Shi, and
Hui Ji
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), Early Access, 2022
[code]
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Recurrent Exposure Generation for Low-Light Face Detection
Jinxiu Liang,
Jingwen Wang,
Yuhui Quan,
Tianyi Chen,
Jiaying Liu,
Haibin Ling, and
Yong Xu
IEEE Transactions on Multimedia (TMM), vol. 24, pp. 1609–1621, 2022
[code]
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Encoding Spatial Distribution of Convolutional Features for Texture Representation
Yong Xu,
Feng Li,
Zhile Chen,
Jinxiu Liang, and
Yuhui Quan
The Thirty-Fifth Annual Conference on Neural Information Processing Systems (NeurIPS), 2021
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Deep Bilateral Retinex for Low-Light Image Enhancement
Jinxiu Liang,
Yong Xu,
Yuhui Quan,
Jingwen Wang,
Haibin Ling, and
Hui Ji
Technical Report, arXiv: 2007.02018, 2020
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Advancing Image Understanding in Poor Visibility Environments: A Collective Benchmark Study
Wenhan Yang,
Ye Yuan,
Wenqi Ren,
Jiaying Liu,
Walter J. Scheirer,
Zhangyang Wang, ...,
Jinxiu Liang, ...
IEEE Transactions on Image Processing (TIP), vol. 29, pp. 5737–5752, 2020
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Barzilai–Borwein-Based Adaptive Learning Rate for Deep Learning
Jinxiu Liang,
Yong Xu,
Chenglong Bao,
Yuhui Quan, and
Hui Ji
Pattern Recognition Letters (PRL), vol. 128, pp. 197–203, Dec. 2019
[code]
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Conference Reviewer
IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
European Conference on Computer Vision (ECCV)
Journal Reviewer
International Journal of Computer Vision (IJCV)
IEEE Transactions on Image Processing (TIP)
IEEE Transactions on Multimedia (TMM)
Neurocomputing
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Second Prize of Guangdong Science and Technology Progress Award, 2020
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Teaching Assistant, Visual Computing, South China University of Technology, Spring 2017-2020
Teaching Assistant, Cryptography and Security Protocol, South China University of Technology, Fall 2016-2020
Vice President, the 36th Student Union of South China University of Technology, 2015
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