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李泰国
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Associate professor
Supervisor of Master's Candidates
Scientific Research
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Taiguo Li, Yingzhi Zhang and Quanqin Li. Appearance-Based Driver 3D Gaze Estimation Using GRM and Mixed Loss Strategies[J]. IEEE Internet of Things Journal, 2024,11(23): 38410-38424. (SCI 一区,IF:8.2).
Yingzhi Zhang, Taiguo Li*, Chao Li and Xinghong Zhou. A Novel Driver Distraction Behavior Detection Method Based on Self-Supervised Learning With Masked Image Modeling[J]. IEEE Internet of Things Journal, 2024,11(4):6056-6071.(SCI 一区,IF:8.2).
李泰国*,张英志,张天策等.基于改进YOLOv5s算法的列车驾驶员手势识别[J].铁道学报,2023,45(01):75-83. (中文EI).
李泰国*,张天策,李超等.基于面部倒立摆模型与信息熵的驾驶员疲劳检测[J].交通运输系统工程与信息,2023,23(05):24-32.(中文EI).
Li Taiguo*, Li Chao. A Deep Learning Model Based On Multi-granularity Facial Features And LSTM Network For Driver Drowsiness Detection[J]. Journal of Applied Science and Engineering, 2023, 27(7): 2799-2811. (英文EI).
Li Taiguo*, Zhang Tiance, Zhang Yingzhi, et al. Driver Fatigue Detection Method Based on Human Pose Information Entropy[J]. Journal of Advanced Transportation, 2022, 2022(1): 7213841. (SCI 四区,IF:2.3).
Patents
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Research Projects
基于面部和人体行为特征的列车驾驶员疲劳检测,结题,
基于机器视觉与深度学习的驾驶员分心研究,在研,
复杂交通环境下自动驾驶环境感知关键技术研究,在研,
高工作负荷下计及疲劳特性的列车驾驶员注意力评估研究,在研,兰州市科技局,