邬文慧

  • 办公室:致信楼N901
  • 导师类别:
  • E-mail:wuwenhui@szu.edu.cn
  • 办公电话:
个人详情

邬文慧,永利集团助理教授。分别在2012年和2015年于西安电子科技大学获得学士学位和硕士学位;2018年于香港城市大学获得博士学位。20192月至20206月,在香港城市大学计算机科学系从事博士后研究工作。2021年获评深圳市"孔雀计划"海外高层次人才C类。20207月起至今于永利集团电子工程系任教。

研究兴趣:

机器学习,图像增强,数据挖掘高光谱图像分类


主持项目:

国家自然科学基金面上项目,2024.01-2027/12

国家自然科学基金青年科学基金项目,2021/01-2023/12


主讲课程:

《工程导论》现代程序设计

近年来代表性研究成果:

[1] Wenhui Wu, Junhui Hou, Shiqi Wang, Sam Kwong*, Yu Zhou, Semi-supervised Adaptive Kernel Concept Factorization, Pattern Recognition 2023, 134 : 109114.

[2] S. Gao, Wenhui Wu*, Hua Li, Linwei Zhu and Xu Wang, Atmospheric Scattering Model Induced Statistical Characteristics Estimation for Underwater Image Restoration, IEEE Signal Processing Letters, vol. 30, pp. 658-662, 2023.

[3] Wenhui Wu, Yujie Chen, Ran Wang, Le Ou-Yang*, Self-representative kernel concept factorization, Knowledge-Based Systems, 2023, 259: 110051.

[4] Wenhui Wu, Jian Weng, Pingping Zhang, Xu Wang*, Wenhan Yang, Jianmin Jiang, URetinex-Net: Retinex-based Deep Unfolding Network for Low-light Image Enhancement, IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR), 2022.

[5] Wenhui Wu; Yuheng Jia; Shiqi Wang*; Ran Wang; Hongfei Fan; Sam Kwong; Positive and Negative Label-Driven Nonnegative Matrix Factorization, IEEE Transactions on Circuits and Systems for Video Technology, 2021.

[6] Wenhui Wu; Sam Kwong*; Junhui Hou; Yuheng Jia; Horace Ho Shing Ip; Simultaneous Dimensionality Reduction and Classification via Dual Embedding Regularized Nonnegative Matrix Factorization, IEEE Transactions on Image Processing, 2019, 28(8): 3836-3847.

[7] Wenhui Wu; Yuheng Jia; Sam Kwong*; Junhui Hou; Pairwise constraint propagation-induced symmetric nonnegative matrix factorization, IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(12):6348-6361.


办公室:广东省深圳市南山区永利集团沧海校区致信楼N901

E-mailwuwenhui@szu.edu.cn

硕士研究生招生方向:

1. 信息与通信工程,081000

2. 新一代电子信息技术085401

欢迎对我的研究方向有相关基础或感兴趣的本科生报考,咨询。