信息融合 信号处理

微型传感器人体运动获取系统

生理信号检测与处理

穿戴式健康监测

数字智能康复

招收相关专业的学术型和专业型硕士

   

中国科学技术大学；中国科学院电子学研究所 -- 研究生

中国科学院电子学研究所-- 博士

统计信号处理
信号与系统
现代信号处理Ⅰ
信号检测与估计
现代通信原理
信号检测与估计专题
模式识别
信号检测与检测
文献阅读
文献阅读课(限信息学院学生选修,全年计1学分)
文献阅读课
信号检测和估计

   

（ 1 ） 一种个人异常行为检测方法和系统, 发明, 2014, 第 1 作者, 专利号: 201410529066.X
（ 2 ） 一种人群异常行为分析方法, 发明, 2015, 第 1 作者, 专利号: 201510463318.8

   

[1] Jiajia Cui, Zhipei Huang, Jiankang Wu, Feng Hong, Jiadi Yu, Yan Wang. Automatic Detection of the Cyclic Alternating Pattern of Sleep and Diagnosis of Sleep-Related Pathologies Based on Cardiopulmonary Resonance Indices. SENSORS (BASEL, SWITZERLAND)[J]. 2022, 22(6): [2] JIAJIA CUI, Zhipei Huang. Model-based assessment of cardiopulmonary autonomic regulation in paced deep breathing. Methods[J]. 2022, [3] BINGXI HE, Zhipei Huang. A radiomics approach to assess PD- L1 expression of non-small cell lung cancer and predict response to immune checkpoint inhibitors. THERANOSTICS[J]. 2021, [4] Cui, Jiajia, Huang, Zhipei, Wu, Jiankang, Jiang, Hong. Cardiopulmonary Resonance Function and Indices-A Quantitative Measurement for Respiratory Sinus Arrhythmia. FRONTIERS IN PHYSIOLOGY[J]. 2020, 11: https://doaj.org/article/2f118fdec96a461b971deb4b03bd9b94.
[5] Chen, Jiaming, He, Bingxi, Dong, Di, Liu, Ping, Duan, Hui, Li, Weili, Li, Pengfei, Wang, Lu, Fan, Huijian, Wang, Siwen, Zhang, Liwen, Tian, Jie, Huang, Zhipei, Chen, Chunlin. Noninvasive CT radiomic model for preoperative prediction of lymph node metastasis in early cervical carcinoma. BRITISH JOURNAL OF RADIOLOGY[J]. 2020, 93(1108): https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7362918/.
[6] He, Bingxi, Dong, Di, She, Yunlang, Zhou, Caicun, Fang, Mengjie, Zhu, Yongbei, Zhang, Henghui, Huang, Zhipei, Jiang, Tao, Tian, Jie, Chen, Chang. Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker. JOURNAL FOR IMMUNOTHERAPY OF CANCER[J]. 2020, 8(2): http://dx.doi.org/10.1136/jitc-2020-000550.
[7] Cui, Jiajia, Huang, Zhipei, Jiaerken, Dina, Fan, Ye, Zhao, Shuxia, Zhang, Lingyan, Wu, Jiankang. A wearable system for cardiopulmonary assessment and personalized respiratory training. FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE[J]. 2020, 112: 1131-1140, http://dx.doi.org/10.1016/j.future.2020.06.039.
[8] Huang Zhibei. A model-based method for measuring autonomic nerve activity and sensitivity,. 6th International Conference on Biomedical and Bioinformatics Engineering. 2019, [9] Huang Zhibei. Direction and distance modulation of muscle synergies during reaching movements in the horizontal plane. The 9th International IEEE EMBS Conference on Neural Engineering. 2019, [10] Wu, Jian Kang, Huang, Zhipei, Zhang, Zhiqiang, Xiao, Wendong, Jiang, Hong. Quantitative Assessment of Autonomic Regulation of the Cardiac System. JOURNAL OF HEALTHCARE ENGINEERING[J]. 2019, 2019: https://doaj.org/article/f66be66a210d44cfa4a459d2afbac8e3.
[11] Ren Yi, Huang Zhipei, Guo Yiming, Wu Jiankang, Sun Yingfei, Assoc Comp Machinery. Kinematic Characteristics of Backhand Block in Table Tennis. PROCEEDINGS OF 2019 4TH INTERNATIONAL CONFERENCE ON BIOMEDICAL SIGNAL AND IMAGE PROCESSING (ICBIP 2019)null. 2019, 41-45, http://dx.doi.org/10.1145/3354031.3354034.
[12] Cui, Jiajia, Huang, Zhipei, Wu, Jiankang. Quantitative measures of cardiopulmonary interaction through disentangling of respiration sinus arrhythmia. BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGYnull. 2019, 125: 19-19, [13] Huang Zhibei. Automatic identification of abnormalities in 12-lead ecgs using expert features and convolutional Neural networks. 2018 International Conference on Sensor Networks and Signal Processing. 2018, [14] Pan, Bingyu, Sun, Yingfei, Xie, Bin, Huang, Zhipei, Wu, Jiankang, Hou, Jiateng, Liu, Yijun, Huang, Zhen, Zhang, Zhiqiang. Alterations of Muscle Synergies During Voluntary Arm Reaching Movement in Subacute Stroke Survivors at Different Levels of Impairment. FRONTIERS IN COMPUTATIONAL NEUROSCIENCE[J]. 2018, 12: https://doaj.org/article/818d7032f1484d709e019be31f699d8a.
[15] Yang Lin, Ye Shiwei, Wang Zhibo, Huang Zhipei, Wu Jiankang, Kong Yongmei, Zhang Li. An error-based micro-sensor capture system for real-time motion estimation. JOURNAL OF SEMICONDUCTORS[J]. 2017, 38(10): 105004-1, [16] Lv, Dongyue, Huang, Zhipei, Sun, Lixin, Yu, Nenghai, Wu, Jiankang. Smart motion reconstruction system for golf swing: a DBN model based transportable, non-intrusive and inexpensive golf swing capture and reconstruction system. MULTIMEDIA TOOLS AND APPLICATIONS[J]. 2017, 76(1): 1313-1330, [17] Wang, ZhiBo, Yang, Lin, Huang, ZhiPei, Wu, JianKang, Zhang, ZhiQiang, Sun, LiXin, IEEE. Human Motion Tracking based on Complementary Kalman Filter. 2017 IEEE 14TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN)null. 2017, 55-58, [18] Li, Jiuwei, Pan, Bingyu, Jin, Tingting, Huang, Zhipei, Ye, Shiwei, Wu, Jiankang, Huang, Zhen, Xie, Bin, Luo, Chun, Wang, Cui. A single task assessment system of upper-limb motor function after stroke. TECHNOLOGY AND HEALTH CARE[J]. 2016, 24: S707-S715, http://www.corc.org.cn/handle/1471x/2374742.
[19] Lu Dongyue, Huang Zhipei, Tao Guanhong, Yu Nenghai, Wu Jiankang. DBN model-based golf swing reconstruction using Kinect data. JOURNAL OF UNIVERSITY OF CHINESE ACADEMY OF SCIENCES[J]. 2016, 33(2): 204-212, [20] Hou, Jiateng, Sun, Yingfei, Sun, Lixin, Pan, Bingyu, Huang, Zhipei, Wu, Jiankang, Zhang, Zhigiang. A Pilot Study of Individual Muscle Force Prediction during Elbow Flexion and Extension in the Neurorehabilitation Field. SENSORS[J]. 2016, 16(12): https://doaj.org/article/24a8ee5a8d154e819911f9ac5e7f740b.
[21] Huang Zhibei. A model-based method to measure baroreflex sensitivity. IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society. 2016, [22] He Rui, Huang ZhiPei, Ji LianYing, Wu JianKang, Li Huihui, Zhang ZhiQiang, IEEE. Beat-to-beat ambulatory blood pressure estimation based on random forest. 2016 IEEE 13TH INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN)null. 2016, 194-198, [23] Wang, Lang, Huang, Zhipei, Meng, Yu, Wu, Jiankang. A Model-based Method to Evaluate Autonomic Regulation of Cardiovascular System. JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGYnull. 2015, 66(16): C121-C122, [24] 吕东岳, 黄志蓓, 陶冠宏, 俞能海, 吴健康. 使用简易深度成像设备的高尔夫挥杆动态贝叶斯网络三维重建. 电子与信息学报[J]. 2015, 37(9): 2076-2081, http://lib.cqvip.com/Qikan/Article/Detail?id=665908578.
[25] Ren, Xiaoyi, Huang, Zhipei, Sun, Shuyan, Liu, Dongyan, Wu, Jiankang. An Efficient MHT Implementation Using GRASP. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS[J]. 2014, 50(1): 86-101, [26] Huang Zhibei. Signature-based Data Association for Multiple Target Tracking. 2014 International Conference on Software Engineering and Information Technology (SEIT 2014). 2014, [27] Liu Dongyan, Huang Zhipei, Wu Jiankang, IEEE. Model-driven Multi-target Tracking in Crowd Scenes. 2013 16TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION)null. 2013, 1495-1501, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000341370000199.
[28] Tao Guanhong, Huang Zhipei, Sun Yingfei, Yao Shengyun, Wu Jiankang, IEEE. Biomechanical Model-based Multi-sensor Motion Estimation. 2013 IEEE SENSORS APPLICATIONS SYMPOSIUM (SAS)null. 2013, 156-161, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000319392200030.
[29] Huang Zhibei. Multiple Object Video Tracking Using GRASP-MHT. 15th International Conference on Information Fusion (Fusion 2012). 2012, [30] Huang Zhibei. Adaptive Information Fusion for Human Upper Limb Movement Estimation, Systems, Man and Cybernetics. Part A: Systems and Humans, IEEE Transactions on. 2012, [31] Zhang, Z, Ji, L, Huang, Z, Wu, J. Multi-model adaptation for thigh movement estimation using accelerometers. IET SIGNAL PROCESSING[J]. 2011, 5(8): 709-716, [32] 黄志蓓. 基于特征迹的大机动多目标自适应视频跟踪. 电子学报. 2011, [33] 张志强, 黄志蓓, 吴健康. 髋关节角多模型贝叶斯动态估计. 电子与信息学报[J]. 2011, 33(4): 775-780, http://lib.cqvip.com/Qikan/Article/Detail?id=37318187.
[34] 黄志蓓, 孙树岩, 吴健康, 蒋升, 任晓祎. 基于特征迹的密集多目标自适应视频跟踪. 电子学报[J]. 2011, 39(A03): 37-42, http://lib.cqvip.com/Qikan/Article/Detail?id=38153742.
[35] Huang Zhibei. Signature-Driven Multi-Target Tracking. 13th International Conference on Information Fusion. 2010, [36] Zhang, Zhiqiang, Huang, Zhipei, Wu, Jiankang. Ambulatory Hip Angle Estimation using Gaussian Particle Filter. JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY[J]. 2010, 58(3): 341-357, http://www.corc.org.cn/handle/1471x/2412623.
[37] 黄志蓓. 概率假设滤波的数据关联新算法. Journal of Electronics(China). 2010, [38] 黄志蓓, 孙树岩, 吴健康. 多元假设检验GMPHD轨迹跟踪. 电子与信息学报[J]. 2010, 1289-1294, http://lib.cqvip.com/Qikan/Article/Detail?id=34160983.
[39] Sun Shuyan, Huang Zhipei, Jiang Sheng, Wu Jiankang, Zhang Zhiqiang, IEEE. Signature-Driven Multiple Visual Target Tracking. 2009 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2009), VOLS 1-9null. 2009, 3709-3713, [40] Zhang Zhiqiang, Huang Zhipei, Wui Jiankang, IEEE. Hierarchical Information Fusion for Human Upper Limb Motion Capture. FUSION200912THINTERNATIONALCONFERENCEONINFORMATIONFUSIONVOLS14null. 2009, 1704-1711, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000273560001075.
[41] Gaussian Particle Filter for Tracking Hip Angle. 10th International Conference on e-health Networking, Applications and Services. 2008, [42] Zhang, Zhiqiang, Wu, Jiankang, Huang, Zhipei, IEEE. Wearable Sensors for Realtime Accurate Hip Angle Estimation. 2008 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC), VOLS 1-6null. 2008, 2931-2936, 

（1） 数字水印, 电子工业出版社, 2003-07, 
（2） 突发事件中大规模人群的行为规律, 科学出版社, 2016-09, 第 3 作者

已指导学生

刘东岩  硕士研究生  081001-通信与信息系统  

王浪  硕士研究生  085211-计算机技术  

王才丰  硕士研究生  085212-软件工程  

康彤璧  硕士研究生  085211-计算机技术  

田凌桐  硕士研究生  081203-计算机应用技术  

迪娜·加尔肯  硕士研究生  081002-信号与信息处理  

孟宇  硕士研究生  085211-计算机技术  

贺睿  硕士研究生  081002-信号与信息处理  

王搏  硕士研究生  081002-信号与信息处理  

王智博  硕士研究生  085208-电子与通信工程  

任毅  硕士研究生  085208-电子与通信工程  

刘中迪  硕士研究生  085208-电子与通信工程  

孟祥傲  硕士研究生  085208-电子与通信工程  

赵丹  硕士研究生  081002-信号与信息处理  

何秉羲  博士研究生  081002-信号与信息处理  

现指导学生

崔佳佳  博士研究生  081002-信号与信息处理  

徐阳  硕士研究生  085208-电子与通信工程  

张启维  博士研究生  081002-信号与信息处理  

廖楚楚  硕士研究生  081002-信号与信息处理  

童永刚  硕士研究生  081002-信号与信息处理  

吴晨浩  硕士研究生  081002-信号与信息处理  

王涛  博士研究生  081002-信号与信息处理  

王岿然  博士研究生  081002-信号与信息处理