师资队伍

陈光永

来源:     发布日期:2022-09-17    浏览次数:

基本信息

职称 教授

职务 博士生导师

研究方向: 机器学习、计算机视觉、系统辨识

办公室:计算机学院4号楼126

电子邮件: gychen@fzu.edu.cn; cgykeda@mail.ustc.edu.cn.

联系电话: 185****3946

       陈光永,1989年生,男,博士,研究员/博士生导师,福建省优青、福建省高层次人才、福州大学旗山学者。主要研究方向为:计算机视觉、智能医学图像分析机器学习优化方法、系统辨识等。主持科研项目3项,包括国家自然科学基金面上项目1项、福建省自然科学基金面上项目1项。以第一/通讯作者在国际知名刊物IEEE TAC、TPAMI、TIP、TNNLS、TIM等上发表论文四十余篇。


科研项目:

[1] 国家自然科学基金面上项目,62173091,一类非线性模型的在线变量投影算法及其应用研究,2022/01-2025/12, 58万元,在研,主持。

[2] 福建省自然科学基金面上项目,2023J01130035, 2023/01-2015/12, 10万元, 在研,主持。

[3] 福州大学旗山学者科研项目,GXRC-22014,2022/01-2025/12,30万元,在研,主持。


近五年发表的部分代表性论文


    图像视觉方面

[1] Jian-Nan Su, Min Gan, Guang-Yong Chen (陈光永,通讯作者), Jia-Li Yin, and C. L. Philip Chen. Global Learnable Attention for Single Image Super-Resolution. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 45(7): 8453-8465. (中科院一区SCI期刊论文,CCF-A期刊,IF: 23.6)

[2] Guang-Yong Chen(陈光永), Wu-Ding Weng, Jian-Nan Su, Min Gan, CL Philip Chen. Dynamic Degradation Intensity Estimation for Adaptive Blind Super-Resolution: A Novel Approach and Benchmark Dataset. IEEE Transactions on Circuits and Systems for Video Technology, 2024, 34(6): 4762-4772. (中科院一SCI期刊论文,IF: 8.4)

[3] Jian-Nan Su, Min Gan, Guang-Yong Chen(陈光永, 通讯作者), Wenzhong Guo, CL Philip Chen. High-Similarity-Pass Attention for Single Image Super-Resolution.IEEE Transactions on Image Processing, 2024, 33: 610-624. (中科院一SCI期刊论文,CCF-A,IF: 10.6)

[4] Guang-Yong Chen(陈光永), Wei Dong, Guodong Fan, Jian-Nan Su, Min Gan, C. L. Philip Chen. LPFSformer: Location Prior Guided Frequency and Spatial Interactive Learning for Nighttime Flare Removal. IEEE Transactions on Circuits and Systems for Video Technology, 2024, in press. DOI: 10.1109/TCSVT.2024.3510925. (中科院一SCI期刊论文,IF: 8.4)

[5] Guang-Yong Chen (陈光永), Chao-Wei Zheng, Guodong Fan, Jian-Nan Su, Min Gan, C. L. Philip Chen. Real-World Image Reflection Removal: An Ultra-High-Definition Dataset and an Efficient Baseline. IEEE Transactions on Circuits and Systems for Video Technology, 2024, in press. DOI: 10.1109/TCSVT.2024.3519182(中科院一SCI期刊论文,IF: 8.4)


机器学习优化算法

[1]. Guang-Yong Chen (陈光永), Peng Xue, Min Gan, Jing Chen, Wen-Zhong Guo, C. L. Philip Chen. Variable Projection Algorithms: Theoretical Insights and A Novel Approach for Problems with Large Residual, Automatica, 2025. 

[2] Guang-Yong Chen陈光永, Xiang-Xiang Su; Min Gan; Wenzhong Guo; C. L. Philip Chen; Robust Variable Projection Algorithm for The Identification of Separable Nonlinear Models, IEEE Transactions on Automatic Control, 2024, 69(9): 6293-6300.

[3] Guang-Yong Chen陈光永, Min Gan, Jing Chen, and Long Chen. Embedded Point Iteration Based Recursive Algorithm for Online Identification of Nonlinear Regression Models. IEEE Transactions on Automatic Control, 2023, 68(7): 4257-4264. 

[4] Guang-Yong Chen(陈光永), Min Gan, C. L. Philip Chen, Han-Xiong Li. A Regularized Variable Projection Algorithm for Separable Nonlinear Least Squares Problems. IEEE Transactions on Automatic Control2021, 64(2): 526-537.

[5] Guang-Yong Chen(陈光永),Min Gan, and C. L. Philip Chen. Online identification of nonlinear system with separable structure. IEEE Transactions on Neural Networks and Learning Systems, 2024, 35(6):8695-8701.









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