教师简介
卢晓寰,男,博士,副教授,大数据系教工支部书记
电子邮件:Luxiaohuanok@126.com
招生学科方向:大数据技术与工程、通信与信息系统、信号与信信处理
主要研究领域与方向:计算机视觉、机器学习、人工智能、模式识别、目标追踪、目标识别和目标检测。
主要贡献
2017年以来主要承担的科研项目:
3044am永利集团3044noc,面向语义信息表征的目标追踪算法研究,贵大人基合字(2021)50号2022.01.01-2024.12.31,主持。
2017年以来主要发表学术论著:
1.Xiaohuan Lu, Jiang Long, Jie Wen*,Lunke Fei, Bob Zhang, Yong Xu. Localitypreserving projection withsymetric graphembedding forunsuperviseddimensionality reduction[J],Pattern Recognition,2022,131:0031-3203.(SCI 收录号:(已online还未出),IF:8.518,中科院二区,一作)
2.Xiaohuan Lu, Jing Li, Zhenyu He*, Wei Liu, Lei You. Visual Object Trackingvia Collaborative Correlation Filters[]], Signal Image and Video Processing.2020,14(1):177-185.(SCI 收录号:000512100500020,IF:1.894,中科院SCI三区一作)
3. Yingyi Liang, Xiaohuan Lu, Zhenyu He*,Yuan Zheng, Multiple object trackingby reliable tracklets[J],Signal Image and Video Processing, 2020,14(1):177-185.(SCI 收录号:000466946100024,IF:1.894,中科院SCI三区,共同一作)
4. Xiaohuan Lu, Jing Li, Zhenyu He*, Wei Wang*, Hongzhi Wang. Distracter-awareTracking via Correlation Filter,Neurocomputing,2019,348:134-144.(SCI 收
录号:000467536800013,IF:4.072,中科院SCI区,一作)
5.Di Yuan*, Xiaohuanlu, Donghao Li, Yingyi Liang*, Xinming Zhang*, ParticleFilter Re-detection for Visual Tracking via Correlation Filtersl]l. MultimediaTools and Applications,2019,78(11):14277-14301.(SCI 收录号:000474249700008.IF:2.101,中科院 SCI 四区,共同一作)
6. Xiaohuan Lu, Zhenyu He*, Shuangyan Yi, Wensheng Chen. Joint of Locality-and Globality-preserving Projections[]]. Signal Image and Video Processing2018,12(3):565-572.(SCI 收录号:000426815900021,IF:1.894,中科院 SCI 三区一作)
7.Xiaohuan Lu, Yingyi Liang,Zhenyu He*. Discriminative CollaborativeRepresentation-based Trackingl], Journal of Electronic Imaging,2018, 27(5):053040-1-053040-8.(SCI 收录号:000449229800042,IF:0.924,中科院 SCI四区,一作)
8.Qiao Liu,Xiaohuan Lu,Zhenyu He*,Chunkai Zhang,Wensheng Chen.DeepConvolutional Neural Networks for Thermal InfraredObject Tracking[J]Knowledge-Based Systems,2017,134:189-198.(SCI收录号:000412618700013.IF5.101,中科院 SCI 一区,共同一作)