吴丽君
副教授
硕导资格: 通信与信息系统(学硕),新一代电子信息技术、集成电路工程(专硕)
研究方向: 计算机视觉、人工智能、智能故障监测与诊断、结构健康监测
简介:福建省C类人才,厦门市“双百计划”领军型创业人才,泉州市第三层次人才,Structural Control and Health Monitoring 期刊顾问委员,Frontiers in Built Environment期刊评审编辑。近五年主持及参与国家级、省部级科研项目8项,主持的项目包括国家自然科学基金(青年)、福建省引导性项目、福建省自然科学基金,教育部留学归国人员项目;承担厦门市揭榜挂帅项目一项(揭榜方);以第一作者或者通信作者身份,发表SCI/EI检索的研究论文40余篇,其中SCI一区论文10余篇,高被引论文2篇,申请专利20余件,已授权10余件,专利转化2件。

获福建省科技进步一等奖一项,瑞士日内瓦国际发明及创新技术与产品展览金奖、瑞士日内瓦国际发明及创新技术与产品展览摩尔多瓦知识产权局特别大奖、中国国际工业博览会创新奖;获福建省高等教育教学成果奖二等奖,参与出版教材一部; 指导学生获福建省优秀研究生学位论文一项,指导学生参加竞赛获全国一等奖、二等奖多次,获华东赛区优秀指导教师奖;获福州大学曾益容奖教金、福州大学物理与信息工程学院的“我心目中的好老师”,“优秀班主任”。
电子邮箱: lijun.wu@fzu.edu.cn


个人简历:
2014年01月 - 至今, 福州大学,物理与信息工程学院,通信工程系,副教授
2013年02月 - 2013年10月,香港理工大学,研究助理
2009年10月 - 2013年06月,意大利帕维亚大学,博士研究生
2006年09月 - 2009年07月,厦门大学,通信工程系,硕士研究生
2001年09月 - 2005年07月,厦门大学,物理系,本科生

Masters Supervisor: Communication and information systems, Electronic information and communication engineering
Research Directions: Computer vision, Artificial Intelligent, Intelligent monitoring and fault diagnosis, wireless sensors network, structural health monitoring
Research Outcome: PI/Key participant of 2 NSF projects, more than 10 provincial projects, publish more than 40 articles, 2 articles were selected as ESI highly cited papers.
Contact: lijun.wu@fzu.edu.cn, 15880861806
Resume:
2014.01 - Now : Associate Professor, Department of Internet of Things Engineering, College of Physics and Information Engineering, Fuzhou University, China
2013.02 - 2013.10: Research Assistant, HongKong Polytechnic University, HongKong, China
2009.10 - 2013.06: Ph.D. student, Faculty of Engineering, University of Pavia, Italy
2006.09 - 2009.07: Master Student, Department of Electronic Engineering, Xiamen University, China
2001.09 - 2005.07: Bachelor Student, Department of Physics, Xiamen University, China
 
 
学术及社会兼职(Academic and social work)  
1Structural Control and Health Monitoring 期刊顾问委员
2Frontiers in Built Environment期刊评审编辑
3IEEE Transactions on Industrial Electronics、IEEE Transactions on Industrial Informatics、Structural Control & Health Monitoring、Applied Energy、Energy Conversion and Management等国际知名期刊长期审稿人
 
科研项目(Research project)  
12026H0007面向高并发低延迟场景的无源光网络 MAC核心芯片FPGA实现与智能调度算法研发 福建省科技厅2026-20291 
20110-01102509无源光网络核心器件的媒体介质网络芯片 FPGA化 横向课题2024-20261 
3 62271151融合深度迁移学习与机理模型的光伏阵列自适应故障诊断方法研究 国家自然科学基金委2023.01~2026.122第一参与人
42019H0006基于机器视觉的智能移动单兵应急指挥通 信系统研制 福建省科技厅引导性项目2019.04-2022.041 
551508105基于机器视觉的索缆六自由度位移测量方法研究 国家自然科学基金委2016.01-2018.121 
6LXKQ201504基于机器视觉的输电线四维位移监测技术的研究 教育部2015.01-2017.121 
7XRC-1405基于机器视觉的三维高精度桥索位移传感器 校人才基金2014.03 - 2017.03独立撰编写 
82015J05124基于双目视觉的高精度索缆六维位移监测技术研究 福建省科技厅2015.04- 2018.041 
961601127基于MR-MC链状无线传感器网络的SHM批量异构数据汇集机制研究 国家自然科学基金委2017.01-2019.122 
10830020应用于光伏发电健康监测的无线智能传感器及网络 福建省经信委-2018.123 
112016H6012基于无线智能传感器网络的光伏阵列健康监测系统研发 福建省科技厅2016.01-2019.043 
12JA14038基于WSN和FNN的光伏阵列失配监测与故障诊断研究 福建省教育厅2014年10月-2016年12月3 
 
科技论著(Scientific treatise)  
1Deep transfer learning based intelligent gunshot detection and firearm recognition using tri-axial accelerationIEEE Internet of Things Journal,2025,12(5):5891-5900SCI期刊通讯
2Lightweight deep learning based solar cells defect detection using electroluminescence imagesEngineering Applications of Artificial Intelligence, 2025,162:112421SCI期刊通讯
3Dilated-convolutional feature modulation network for efficient image super-resolution Journal of Real-Time Image Processing, 2025, 22(2):87.SCI期刊1
4CDS_PosSR: cross domain supervised unpaired image super-resolution for position sensitive downstream tasksIEEE Transactions on Instrumentation and Measurement, vol. 73, pp. 5039009, 2024, doi:10.1109/TIM.2024.3480210.SCI期刊1
5Dense video super-resolution time-differential network with feature enrichment moduleSignal, Image and Video Processing, 2024, 18(11):7887-7897.SCI期刊1
6. A wirelessgunshot recognition system based on tri-axis accelerometer and lightweight deep learningEEE Internet of Things Journal, vol. 10, no. 19, pp. 17450-17464, Oct. 2023, doi:10.1109/JIOT.2023.3273859.SCI期刊通讯
7 Teacher-Student Cross-Domain Object Detection ModelCombining Style Transfer and Adversarial Learning. In Chinese Conference on PatternRecognition and Computer Vision (PRCV) (2023,pp. 334-345). Singapore: Springer Nature Singapore.EI会议1
8CTHPose: An Efficient and Effective CNNTransformer Hybrid Network for Human Pose Estimation. In Chinese Conference on PatternRecognition and Computer Vision (PRCV) (2023, pp. 327-339). Singapore: Springer Nature Singapore.EI会议通讯
9A wirelessgunshot recognition system based on tri-axis accelerometer and lightweight deep learning. IEEE Internet of Things Journal,2023, 10(9), 17450-17464.(SCI一区,JCR 一区,)SCI期刊通讯
10Deep learning‐based super‐resolution with feature coordinators preservation for vision‐based measurement. Structural Control and Health Monitoring, 2022,29(12), e3107.SCI期刊1
11Investigation of the superresolution methods for vision based structural measurement. Smart Structures and Systems, 2022,30(3), 287-301. (JCR 2 区,影响因子:3.5 )SCI期刊1
12An Efficient Binary Convolutional Neural Network With Numerous Skip Connections for Fog ComputingIEEE Internet of Things Journal, vol. 8, no. 14, pp. 11357-11367, 15 July, 2021. (JCR Q1,IF: 9.515)SCI期刊1
13Surface crack detection based on image stitching and transfer learning with pretrained convolutional neural network. Struct Control Health Monit. 2021; 28:e2766. https://doi.org/10.1002/stc.2766 (JCR Q2,IF: 4.819)SCI期刊1
14Rapid and accurate modeling of PV modules based on extreme learning machine and large datasets of I-V curvesApplied Energy, Volume 292, 2021, 116929, ISSN 0306-2619, https://doi.org/10.1016/ j.apenergy.2021.116929. (JCR Q1,IF: 8.426) SCI期刊通讯
15Six-Degree-of-Freedom Generalized Displacements Measurement Based on Binocular VisionStructural Control & Health Monitoring (SCI二区,JCR Q1,IF: 3.74),2019SCI1
16BitFlow-Net: Towards Fully Binarized Convolutional Neural NetworksIEEE Access (SCI二区,2019)SCI1
17Deep residual network based fault detection and diagnosis of photovoltaic arrays using current-voltage curves and ambient conditionsEnergy Conversion and Management (SCI一区,IF: 7.181), 2019/07SCI通讯
18Accurate modeling of photovoltaic modules using a 1-D deep residual network based on I-V characteristicsEnergy Conversion and Management (SCI一区,IF: 7.181), 2019/03SCI通讯
19Optimal data collection of multi-radio multi-channel multi-power wireless sensor networks for structural monitoring applications: A simulation studyStructural Control & Health Monitoring (SCI二区,JCR Q1,IF: 3.74), 2019/02SCI通讯
20Parameter extraction of photovoltaic models from measured I-V characteristics curves using a hybrid trust-region reflective algorithmApplied Energy(SCI一区,IF: 8.426), 2018/09SCI1
21Random forest based intelligent fault diagnosis for PV arrays using array voltage and string currentsEnergy Conversion and Management (SCI一区,IF: 7.181), 2018/10SCI通讯
22Intelligent fault diagnosis of photovoltaic arrays based on optimized kernel extreme learning machine and I-V characteristicsApplied Energy(SCI一区,IF: 8.426),2017SCI通讯
23Parameters identification of photovoltaic models using hybrid adaptive Nelder-Mead simplex algorithm based on eagle strategyApplied Energy (SCI一区,IF: 8.426),2016SCI通讯
24Short-term power prediction for photovoltaic power plants using a hybrid improved Kmeans-GRA-Elman model based on multivariate meteorological factors and historical power datasetsEnergy Conversion and Management (SCI一区,IF: 7.181), 2018/10SCI其它
25Local positioning systems versus structural monitoring: a reviewStructural Control & Health Monitoring (SCI二区,JCR Q1,IF: 3.74),2014SCI1
26Dynamic testing of a laboratory model via vision-based sensingEngineering Structures (SCI二区,IF: 3.084),2014SCI1
27Parameters extraction of solar cell models using a modified simplified swarm optimization algorithmSolar Energy 144 (2017) 594–603SCI其它
28Orderless and Blurred Visual Tracking via Spatio-temporal ContextMultiMedia Modeling. Springer International Publishing, 2015: 25-36. Series ISSN: 0302-9743EI3
29Vision-based sensing in dynamic testsKey Engineering Materials, vol.569-570, pp:767-774, 2013EI3
30Local positioning accuracy of laser sensors for structural health monitoringStructural Control & Health Monitoring (SCI二区,JCR Q1,IF: 3.74),2013SCI通讯
31Motion Detection System Based on Improved LBP OperatorMIWAI 2015, LNAI 9426, pp. 272–277, 2015.EI3
32On-line Monitoring and Fault Diagnosis of PV Array Based on BP Neural Network Optimized by Genetic AlgorithmMIWAI 2015, LNAI 9426, pp. 102–112, 2015.EI3
33Wireless links for global positioning system receiversSmart Structures and Systems, Vol. 10, No. 1 (2012) 1-14SCI通讯
34A GA-SSO Based Intelligent Channel Assignment Approach for MR-MC Wireless Sensors NetworksMIWAI 2016, LNAI 10053, pp. 304–311, 2016.EI3
 
获奖成果(Award results)  
1福建省科技进步一等奖省一级2022年度福州大学其它
2省高等教育教学成果奖二等奖(“竞研互促 ”提升电子信息类硕士研究生创新实践能力)(排名2/6)省二级2018-04-02福州大学2
3Intelligent Ship-bridge Anti-collision Surveillance System,Gold Medal of the 41th International Exhibition of Inventions of Geneva, New Techniques and Products in Geneva国家一级2013-04-30香港理工大学其它
4Intelligent Ship-bridge Anti-collision Surveillance System,Special award from state agency for the protection of intellectual property of Moldova. 国家一级2013-04-30香港理工大学其它
5Intelligent Ship-bridge Anti-collision Surveillance System (桥梁防撞智能监控系统),第15届中国国际工业博览会创新奖国家一级2013-11-30香港理工大学其它
62019年度福州大学曾亦容奖教金学校一级2019-07-06物理与信息工程学院1
7“竞研互促 ”式电子信息类硕士研究生创新实践能力培养的探索,福州大学研究生教学成果奖特等奖(排名3/8)学校一级2018-03-04福州大学3
8福州大学创新与创业活动优秀指导老师学校一级2017福州大学1
9福建省2018届研究生优秀学位论文、优秀毕业生(指导教师)省一级2018-12-01福州大学1
10全国大学生统计建模大赛(指导老师)国家二级2025福州大学1
112019年第十三届iCAN国际创新创业大赛中国总决赛一等奖(指导教师)国家一级2019-11-18福州大学2
12第十三届中国研究生电子设计竞赛商业计划书专项赛初赛团队一等奖、二等奖(指导教师)国家一级2018-07-01福州大学2
132019年第十四届中国研究生电子设计竞赛华东赛区一等奖、二等奖、商业计划书专项赛初赛二等奖(指导教师)省一级2019-07-15福州大学1
14第十二届中国研究生电子设计竞赛全国总决赛团队二等奖(指导教师)国家二级2017-08-01福州大学1
15第十二届中国研究生电子设计竞赛华东分赛区团队一等奖 (指导教师)省一级2017-08-01福州大学1
16“华为杯”第十二届中国研究生电子设计竞赛华东分赛区优秀指导教师省一级2017-07-15福州大学物信学院1
 
授权专利(Authorized patent)  
1基于膨胀特征调制网络的轻量化建筑物图像超分辨率重建方法发明专利2026-02-06福州大学1
2基于状态方程模型的 Mamba 轻量化建筑物图像超分辨率重建方法发明专利2026-02-06福州大学1
3一种适用于 CT 图像序列的三维超分辨率方法发明专利2025-12-30福州大学1
4一种基于改进 PSO 的相机一维标定方法发明专利2022-01-19福州大学1
5种基于机器视觉的多运动目标快速测距方法发明专利2020-11-27福州大学1
6基于偏最小二乘法和极限学习机的光伏阵列故障检测方法发明专利2022-08-12福州大学2
7基于最大功率点和混合优化算法的光伏在线参数辨识方法发明专利2023-11-1福州大学3
8一种基于双目视觉的非接触式六自由度位移测量方法发明专利2021-3-2福州大学2
9一种适用于嵌入式平台的二值化卷积神经网络的构建方法发明专利2022-08-12福州大学2
10面向桥梁结构健康监测的MP-MR-MC 无线传感器网络数据收集方法发明专利2020-12-25福州大学3
11一种适用于土木结构监测的低噪声实时无线数据采集系统发明专利2023-09-22福州大学2