郭明,博士,讲师。2018年10月毕业于大连理工大学,获工学博士学位。2019年1月加入太阳集团TY8722(中国)有限公司。主要致力于利用可穿戴式惯性传感器实现人体动作识别、分析等方面的研究。五年以来,主持、参与国家自然科学基金4项。发表SCI、EI收录论文10余篇。此外曾指导员工获得“2019年高教社杯全国大员工数学建模竞赛”全国一等奖。
基本信息
办公地点:公司科技大楼612 邮箱:guoming0537@126.com
研究方向:机器学习; 模式识别; 多传感器数据融合; 数字信号处理
代表性的学术成果
[1] Zhelong Wang, Ming Guo, Cong Zhao. Badminton stroke recognition based on body sensor networks. IEEE Transactions on Human-Machine Systems, 2016, 46(5):769-775. (SCI,JCR二区)
[2] Ming Guo, Zhelong Wang, Ning Yang. A multisensor multiclassifier hierarchical fusion model based on entropy weight for human activity recognition using wearable inertial sensors. IEEE Transactions on Human-Machine Systems, 2019, 49(1): 105-111. (SCI,JCR二区)
[3] Zhelong Wang, Ning Yang, Ming Guo. Human-human interactional synchrony analysis based on body sensor networks. IEEE Transactions on Affective Computing, DOI: 10.1109/TAFFC.2017.2725949. (SCI,JCR二区)
[4] Ming Guo, Zhelong Wang and Ning Yang. Aerobic exercise recognition through sparse representation over learned dictionary by using wearable inertial sensors. Journal of Medical and Biological Engineering, 2018. 38(4): 544-555. (SCI,JCR四区)
[5] Ming Guo, Zhelong Wang. Segmentation and recognition of human motion sequences using wearable inertial sensors, Multimedia Tools and Applications, 2018, 77(16): 21201-21220. (SCI,JCR三区)
招生要求
具备良好的数学基础和一定的动手能力;自觉,踏实,忌浮躁,忌抱怨,忌急于求成;具备良好的心理承受能力和团队协作精神。