张丽霞 Zhang Lixia 博士,教研室主任,副教授 华南农业大学,数学与信息学院计算机科学与工程系 图像处理,机器学习 lixia_zhang@scau.edu.cn Page: https://www.scholat.com/crystalzlx Short Biography 张丽霞,女,博士,副教授,教研室主任,中国仿真学会会员,《Informaiton Science》审稿专家。主要从事机器学习、图像处理等相关领域的研究工作,近期主要聚焦于跨模态和多模态方面的研究,包括跨模态检索、识别,多模态融合情感分析、动物行为分析等。近年来主持和参与国家级、省部级科研项目12项;发表学术论文30多篇;授权发明专利6件。目前研究小组以本科生为主,人数每年保持在10人左右。 Publications 2023 Recognition of crop leaf diseases based on multi-feature fusion and evolutionary algorithm optimization Lixia Zhang, Kangshun Li, Yu Qi International Journal of Bio-Inspired Computation, 2023,21(3),163-173(SCI, IF: 3.977, 中科院3区) [PDF] [Project Page] 2022 Person Re-identification with multi-features based on Evolutionary Algorithm Lixia Zhang, Kangshun Li, Yu Qi IEEE Transactions on Emerging Topics in Computational Intelligence, 2022,6(3):509-518.(SCI, IF:4.851, 中科院2区). [PDF] [Project Page] 2021 Local feature extracted by the improved bag of features method for person re-identification Lixia Zhang, Kangshun Li, Yu Qi, Fubin Wang Neurocomputing, 2021, 458 (2021) :690–700. (SCI, IF:5.719,工程技术2区) [PDF] [Project Page] Current Students 硕士一年级:叶灏东,黄炳乾本科四年级:汪凯旋,谭文锋本科三年级:庞梓超,吴泽熙,黎皓元,郭瑞松,何梓铭