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吕莉,女,博士,教授,硕士生导师。1982年生,汉族,中共党员,江西省百千万人才工程和校“瑶湖杰青”特聘岗人选。 |
近年来,主持国家自然科学基金项目2项、江西省科技支撑项目1项、江西省自然科学基金项目2项、江西省教育厅科技项目2项。在《Future Generation Computer Systems》《Signal Image and Video Processing》《Intelligent Automation and Soft Computing》《电子学报》《自动化学报》等期刊上发表学术论文40余篇,其中SCI/EI收录30余篇。申请并授权发明专利5项、实用新型专利12项;登记软件著作权10项。
主要研究方向:
智能计算与计算智能;目标跟踪与检测;大数据与人工智能
主持的主要科研项目及获奖情况:
[1] 国家自然科学基金项目:基于稀疏表示和深度学习的城市给水管网漏损检测与定位方法研究.
[2] 国家自然科学基金项目:异构与多策略集成群智能算法及在集合径流预测上的应用.
[3] 江西省自然科学基金项目:基于深度学习框架的群智能算法在大数据聚类中的应用.
[4] 江西省自然科学基金项目:面向复杂视频监控环境的特征驱动建模和目标检测与跟踪研究
[5] 江西省教育厅科技项目:动态多目标优化演化算法在图像处理中的应用
近五年以第一作者发表论文列表:
[1] Li Lv, Jiayuan Wang, Runxiu Wu, et al. Density peaks clustering based on geodetic distance and dynamic neighborhood[J]. International Journal of Bio-Inspired Computation, 2021,17(1): 24-33. (SCI)
[2] Li Lv, Jia Zhao, Jiayuan Wang, et al. Multi-objective Firefly Algorithm Based on Compensation Factor and Elite Learning[J]. Future Generation Computer Systems, 2019,91:37-47. (SCI)
[3] Li Lv, Jia Zhao. The Firefly algorithm with Gaussian disturbance and local search[J]. Journal of Signal Processing Systems for Signal Image and Video Technology, 2018, 90(8-9):1123-1131. (SCI)
[4] Li Lv, Zhe Chen, Zhen Zhang, et al. Object tracking based on support vector dictionary learning[J]. Signal, Image and Video Processing, 2018, 12(6):1189-1196. (SCI)
[5] Li Lv, Tanghuai Fan, Zhen Sun, et al. Object tracking with double-dictionary appearance model[J]. Optical Engineering, 2016.55, 083106. (SCI)
[6] Li Lv, Xiao-Dong Zhou, Ping Kang, et al. Multi-Objective Firefly Algorithm with Hierarchical Learning[J]. Journal of Network Intelligence, 2021, 6(3): 411-427. (EI)
[7] Lv Li, Tanghuai Fan, Qi Li, et al. Object tracking with improved firefly algorithm[J]. International Journal of Comput ing Science and Mathematics, 2018, 9(3): 219-231. (EI)
[8] Li Lv, Hongmin Tian, Jia Zhao, et al. Firefly algorithm guided by general centre particle and its application in node localisation of wireless sensor networks [J]. International Journal of Wireless and Mobile Computing, 2017, 13(2): 122-130. (EI)