个人简历

英国伦敦大学智能机器人博士学位，英国工程和技术学会会士（FIET），国际电子与电气工程师协会会士（FIEEE）。主要从事多模态人机交互感知与理解、机器学习、机器视觉、医疗机器辅助智能系统理论及应用等方面的研究，研究成果并已在多自由度灵巧假肢、自闭症早期诊疗、脑卒中康复和欧盟猎兔犬火星计划等领域得到成功应用，取得了一系列具有国际影响的创新成果。主持欧盟框架、国自然重点和企业横向项目等项目，已发表200多篇国家权威杂志和会议论文包括多篇国际会议最佳论文奖

研究领域

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近期论文

§ Liu, J., Wang, Z., Xu, K., Ji, B., Zhang, G., Wang, Y., Deng, J., Xu, Q., Xu, X. and Liu, H. (in press) Early Screening of Autism in Toddlers via Response-To-Instructions Protocol. IEEE Transactions on Cybernetics.
§ Yang, X.C., Yan, J.P., Fang, Y.F., Zhou, D.L., and Liu, H. (2020) Simultaneous Prediction of Wrist/Hand Motion via Wearable Ultrasound Sensing, IEEE Transactions on Neural Systems and Rehabilitation Engineering 28(4):970-977
§ Yang, X.C., Zhou, Y., and Liu, H. (2020) Wearable Ultrasound-based Decoding of Simultaneous Wrist/Hand Kinematics, IEEE Transactions on Industrial Electronics.
§ Liu, B., Cai, H., Ju, Z., & Liu, H. (2020). Multi-stage adaptive regression for online activity recognition. Pattern Recognition, 98, 107053.
§ Wang, Z., Liu, J., He, K., Xu, Q., Xu, X. and Liu, H. (2019) Screening Early Children with Autism Spectrum Disorder via Response-to-Name Protocol, in press, IEEE Transactions on Industrial Informatics
§ Zhou, Y., Zeng, J., Li, K., Fang, Y., & Liu, H. (2019). Voluntary and FES-induced Finger Movement Estimation Using Muscle Deformation Features. IEEE Transactions on Industrial Electronics.
§ Yang, X., Yan, J., & Liu, H. (2019). Comparative Analysis of Wearable A-mode Ultrasound and sEMG for Muscle-Computer Interface. IEEE Transactions on Biomedical Engineering.
§ Yang, X., Chen, Z., Hettiarachchi, N., Yan, J., & Liu, H. (2019). A Wearable Ultrasound System for Sensing Muscular Morphological Deformations. IEEE Transactions on Systems, Man, and Cybernetics: Systems.
§ Yang, X., Yan, J., Chen, Z., Ding, H., & Liu, H. (2019). A proportional pattern recognition control scheme for wearable A-mode ultrasound sensing. IEEE Transactions on Industrial Electronics, 67(1), 800-808.
§ Xia, W., Zhou, Y., Yang, X., He, K., & Liu, H. (2019). Toward Portable Hybrid Surface Electromyography/A-Mode Ultrasound Sensing for Human–Machine Interface. IEEE Sensors Journal, 19(13), 5219-5228.
§ Liu, B., Cai, H., Ju, Z., & Liu, H. (2019). RGB-D sensing based human action and interaction analysis: A survey. Pattern Recognition, 94, 1-12.
§ Yan, J., Yang, X., Sun, X., Chen, Z., & Liu, H. (2019). A Lightweight Ultrasound Probe for Wearable Human–Machine Interfaces. IEEE Sensors Journal, 19(14), 5895-5903.
担任Springer《International Journal of Intelligent Robotics and Applications》共同主编，《IEEE Trans. Industry Electronics》、《IEEE Trans. Cybernetics》和《IEEE Trans. Industrial Informatics》等期刊副主编。