Coherent Event Guided Low-Light Video Enhancement
Jinxiu Liang,
Yixin Yang,
Boyu Li,
Peiqi Duan,
Yong Xu,
and
Boxin Shi
IEEE/CVF International Conference on Computer Vision (ICCV), 2023
[Project page]  / 
[Video]
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Non-Lambertian Multispectral Photometric Stereo via Spectral Reflectance Decomposition
Jipeng Lv,
Heng Guo,
Guanying Chen,
Jinxiu Liang, and
Boxin Shi
International Joint Conference on Artificial Intelligence (IJCAI), 2023
[Code]
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Learning Event Guided High Dynamic Range Video Reconstruction
Yixin Yang,
Jin Han,
Jinxiu Liang,
Imari Sato,
and
Boxin Shi
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023
[Project page]  / 
[Code]  / 
[Video]
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Deblurring Low-Light Images with Events
Chu Zhou,
Minggui Teng,
Jin Han,
Jinxiu Liang,
Chao Xu,
Gang Cao,
and
Boxin Shi
International Journal of Computer Vision (IJCV), 2023
[Code]
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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), 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), 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
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), 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), 2019
[Code]
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Conference Reviewer: CVPR'22, ECCV'22, AAAI'23, CVPR'23, ICCV'23
Journal Reviewer: IJCV, IEEE TIP, IEEE TMM, IEEE TIM, Neurocomputing
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Second Prize of Guangdong Science and Technology Progress Award, 2020
Guangdong Outstanding Student Leader, 2011
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Guest Lecturer, Computational Photography, Peking University, Spring 2022-2023
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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