Representative publications (7 papers):
Zhao Zhang, Suiyi Zhao*, Xiaojie Jin, Mingliang Xu, Yi Yang, Shuicheng Yan and Meng Wang*, “Noise Self-Regression: A New Learning Paradigm to Enhance Low-Light Images Without Task-Related Data,” IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), vol.47, no.2, pp.1073-1088, 2025. PDF
Zhao Zhang*, Huan Zheng, Richang Hong, Mingliang Xu, Shuicheng Yan and Meng Wang, "Deep Color Consistent Network for Low-Light Image Enhancement," In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Mar 2022. PDF
Yan Zhang, Zhao Zhang*, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan and Meng Wang, "Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior," International Journal of Computer Vision (IJCV), vol.129, no.12, pp.3233-3254, Nov 2021. PDF
Yanyan Wei, Zhao Zhang*, Yang Wang*, Mingliang Xu, Yi Yang, Shuicheng Yan and Meng Wang, "DerainCycleGAN: Rain Attentive CycleGAN for Single Image Deraining and Rainmaking," IEEE Transactions on Image Processing (IEEE TIP), vol.30, pp.4788-4801, April 2021. PDF
Zhao Zhang*, Yan Zhang, Guangcan Liu, Jinhui Tang, Shuicheng Yan and Meng Wang, "Joint Label Prediction based Semi-Supervised Adaptive Concept Factorization for Robust Data Representation," IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), vol.32, no.5, pp.952-970, May 2020. PDF
Zhao Zhang*, Weiming Jiang, Jie Qin, Li Zhang, Fanzhang Li, Min Zhang and Shuicheng Yan, "Jointly Learning Structured Analysis Discriminative Dictionary and Analysis Multiclass Classifier," IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), vol.29, no.8, pp.3798-3814, August 2018. PDF Code
Zhao Zhang*, Fanzhang Li, Mingbo Zhao, Li Zhang and Shuicheng Yan, "Robust Neighborhood Preserving Projection by Nuclear/L2,1-Norm Regularization for Image Feature Extraction," IEEE Transactions on Image Processing (IEEE TIP), vol.26, no.4, pp.1607-1622, April 2017. PDF